This vignette outlines the steps of inference, analysis and visualization of niche for a Visium HD spatial dataset using SpatialNiche. We showcase SpatialNiche’s diverse functionalities by applying it to a Visium HD data on cells from Lymphangioleiomyomatosis (LAM, diseased) human lung from a patient.
SpatialNiche requires raw Visium HD spaceranger output and optionally processed gene expression data of cells/bins from Seurat objects as the user input and models the niche based on a specific cell type or gene expression.
Upon infering the niche, SpatialNichet provides functionality for further data exploration, analysis, and visualization.
library(SpatialNiche)
library(ggplot2)
library(dplyr)
library(scattermore)
SpatialNiche requires two user inputs: one is the path to outs directory of the spaceranger output of the Visium HD dataset, and the other is the bins size you want to load.
ptm = Sys.time()
localdir <- "../../../4_em/outs" # path to outs directory of the spaceranger output of the Visium HD dataset
DataHD<-Load_Spatial_Data(localdir, size = '008um') #loading the data using the path and the bin size
bcsHD<-DataHD$barcodes #pulling the barcodes tibble out for easier access
head(bcsHD) #look at the top entries
#> # A tibble: 6 × 12
#> barcode tissue row col imagerow imagecol imagerow_scaled imagecol_scaled
#> <chr> <fct> <int> <int> <dbl> <dbl> <dbl> <dbl>
#> 1 s_008um_… 0 0 0 27281. -69.7 620. -1.58
#> 2 s_008um_… 0 0 1 27282. -38.0 620. -0.863
#> 3 s_008um_… 0 0 2 27282. -6.19 620. -0.141
#> 4 s_008um_… 0 0 3 27282. 25.6 620. 0.582
#> 5 s_008um_… 0 0 4 27282. 57.4 620. 1.30
#> 6 s_008um_… 0 0 5 27282. 89.1 620. 2.03
#> # ℹ 4 more variables: imagerow_scaled_round <dbl>, imagecol_scaled_round <dbl>,
#> # height <int>, width <int>
SpatialNiche supports import of spacexr’s RCTD based deconvolution information. Thre RCTD result can be directly loaded as an rds object and imported directly into the barcodes tibble.
ptm = Sys.time()
DeconvolutionHD<-Load_RCTD('../../../RCTD_d4_SCT.rds') #load rds object of RCTD results
bcsHD<-Add_Deconvolution_Info(bcsHD,DeconvolutionHD,addWeights=FALSE) #use in-built function to import RCTD deconvolution results
bcsHD<-bcsHD %>% na.omit() # remove blank barcodes with no deconvolution information
head(bcsHD[, c(1,13:15)]) #look at the top entries with deconvolution information
#> # A tibble: 6 × 4
#> barcode DeconvolutionClass DeconvolutionLabel1 DeconvolutionLabel2
#> <chr> <chr> <chr> <chr>
#> 1 s_008um_00102_0021… singlet IM pDC
#> 2 s_008um_00102_0021… reject IM LAMCORE-3
#> 3 s_008um_00102_0021… reject IM LAMCORE-1
#> 4 s_008um_00102_0021… singlet Mast-Basophil Plasma
#> 5 s_008um_00102_0022… reject AF2 AT2
#> 6 s_008um_00102_0022… singlet LAMCORE-1 Plasma
SpatialNiche creates niche information based on a specific cell type or gene expression.The niche information is defined based on a sepcific distance away from the bins/cells of interest.
ptm = Sys.time()
PeripheryBCs<-Get_Periphery(barcodes=bcsHD, celltype='LAMCORE-1',distance=50,data.dir = localdir)
bcsHD$Periphery<-NA
bcsHD$Periphery[bcsHD$barcode%in%PeripheryBCs]<-"50 micron"
bcsHD$Periphery[is.na(bcsHD$Periphery)]<-"Tissue"
bcsHD$Periphery[bcsHD$Periphery=="Tissue" & bcsHD$DeconvolutionLabel1=='LAMCORE-1']<-'LAMCORE-1'
head(bcsHD[, c(1,14:16)]) #look at the top entries with cell based niche information
#> # A tibble: 6 × 4
#> barcode DeconvolutionLabel1 DeconvolutionLabel2 Periphery
#> <chr> <chr> <chr> <chr>
#> 1 s_008um_00102_00216-1 IM pDC Tissue
#> 2 s_008um_00102_00217-1 IM LAMCORE-3 Tissue
#> 3 s_008um_00102_00218-1 IM LAMCORE-1 Tissue
#> 4 s_008um_00102_00219-1 Mast-Basophil Plasma Tissue
#> 5 s_008um_00102_00220-1 AF2 AT2 Tissue
#> 6 s_008um_00102_00221-1 LAMCORE-1 Plasma LAMCORE-1
ptm = Sys.time()
em_d4 <- readRDS("../../../em_d4_SCT.rds")
bcsHD<-Add_Expression(bcsHD,em_d4,c("PMEL"))
#> Loading required package: Seurat
#> Loading required package: SeuratObject
#> Loading required package: sp
#> 'SeuratObject' was built with package 'Matrix' 1.7.0 but the current
#> version is 1.7.3; it is recomended that you reinstall 'SeuratObject' as
#> the ABI for 'Matrix' may have changed
#>
#> Attaching package: 'SeuratObject'
#> The following objects are masked from 'package:base':
#>
#> intersect, t
PeripheryGCs<-Get_Gene_Periphery(barcodes=bcsHD, gene=c("PMEL"), seurat=em_d4,distance=50,data.dir = localdir)
bcsHD$Peripheryg<-NA
bcsHD$Peripheryg[bcsHD$barcode%in%PeripheryGCs]<-"50 micron"
bcsHD$Peripheryg[is.na(bcsHD$Peripheryg)]<-"Tissue"
bcsHD$Peripheryg[bcsHD$Peripheryg=="Tissue" & bcsHD$PMEL>0]<-'PMEL'
head(bcsHD[, c(1,14:18)]) #look at the top entries with gene expression based niche information
#> # A tibble: 6 × 6
#> barcode DeconvolutionLabel1 DeconvolutionLabel2 Periphery PMEL Peripheryg
#> <chr> <chr> <chr> <chr> <dbl> <chr>
#> 1 s_008um_00… IM pDC Tissue 0 Tissue
#> 2 s_008um_00… IM LAMCORE-3 Tissue 0 50 micron
#> 3 s_008um_00… IM LAMCORE-1 Tissue 0 50 micron
#> 4 s_008um_00… Mast-Basophil Plasma Tissue 0 50 micron
#> 5 s_008um_00… AF2 AT2 Tissue 0 50 micron
#> 6 s_008um_00… LAMCORE-1 Plasma LAMCORE-1 0 50 micron
Upon infering the niche information, SpatialNiche provides various functionality for further data exploration, analysis, and visualization. Specifically:
It provides utilities for slicing the dataset into smaller region of interest.
It provides tools for visualization of deconvolution information.
It provides tools for visualization of niche information.
SliceA<-Get_Square('s_008um_00128_00230-1',250,bcsHD)
head(SliceA)
#> [1] "s_008um_00112_00214-1" "s_008um_00112_00216-1" "s_008um_00112_00217-1"
#> [4] "s_008um_00112_00218-1" "s_008um_00112_00221-1" "s_008um_00112_00222-1"
SliceB<-Get_Rectangle('s_008um_00331_00466-1',300,0.65,1.1,bcsHD)
head(SliceB)
#> [1] "s_008um_00311_00456-1" "s_008um_00311_00457-1" "s_008um_00311_00459-1"
#> [4] "s_008um_00311_00460-1" "s_008um_00311_00461-1" "s_008um_00311_00462-1"
SliceC<-Get_Circle('s_008um_00128_00230-1',125,bcsHD, localdir)
head(SliceC)
#> [1] "s_008um_00113_00226-1" "s_008um_00113_00227-1" "s_008um_00113_00228-1"
#> [4] "s_008um_00113_00229-1" "s_008um_00113_00230-1" "s_008um_00113_00231-1"
bcsHD %>% filter(DeconvolutionClass=="singlet") %>%
ggplot(aes(x = imagecol_scaled, y = -imagerow_scaled,color=DeconvolutionLabel1)) +
Geom_Spatial(data = DataHD$images, aes(grob = grob), x = 0.5, y = 0.5)+
geom_scattermore(pointsize = 2,pixels = rep(2000,2))+
coord_cartesian(expand = FALSE) +
xlab("") +
ylab("") +
theme_set(theme_bw(base_size = 10))+
theme_minimal() +
theme(axis.text = element_blank(),
panel.grid.minor = element_blank(),
panel.grid.major = element_blank())+
#geom_rect(aes(xmin=DFRectA$Xmin, xmax=DFRectA$Xmax, ymin=DFRectA$Ymax, ymax=DFRectA$Ymin),fill=NA,color="black",linewidth=1)+
#geom_circle(aes(x0=DFRectC$Xavg, y0=DFRectC$Yavg, r=DFRectC$rad),fill=NA,color="black",linewidth=1)+
#scale_color_manual(values=ColorPalette())
NoLegend()
bcsHD %>%
ggplot(aes(x = imagecol_scaled, y = -imagerow_scaled,color=DeconvolutionLabel1)) +
Geom_Spatial(data = DataHD$images, aes(grob = grob), x = 0.5, y = 0.5) +
geom_point(shape=16,size=2)+ #sahpe 15=square 16=circle
coord_cartesian(expand = FALSE) +
#scale_color_manual(values = ColorPalette(),na.value = NA) +
xlab("") +
ylab("") + theme_set(theme_bw(base_size = 10))+
theme_minimal() +
theme(axis.text = element_blank())#+NoLegend()
bcA=bcsHD[bcsHD$Periphery!='Tissue',]
bcA %>%
ggplot(aes(x = imagecol_scaled, y = -imagerow_scaled,color=Periphery)) +
Geom_Spatial(data = DataHD$images, aes(grob = grob), x = 0.5, y = 0.5) +
geom_scattermore(pointsize = 2,pixels = rep(2000,2)) +
scale_color_manual(values=c('green','red','grey')) +
coord_cartesian(expand = FALSE) +
xlab("") +
ylab("") +
theme_set(theme_bw(base_size = 10)) +
theme_minimal() +
theme(axis.text = element_blank(),
panel.grid.minor = element_blank(),
panel.grid.major = element_blank())
bcA=bcsHD[bcsHD$Peripheryg!='Tissue',]
bcA %>%
ggplot(aes(x = imagecol_scaled, y = -imagerow_scaled,color=Peripheryg)) +
Geom_Spatial(data = DataHD$images, aes(grob = grob), x = 0.5, y = 0.5) +
geom_scattermore(pointsize = 2,pixels = rep(2000,2)) +
scale_color_manual(values=c('green','red','grey')) +
coord_cartesian(expand = FALSE) +
xlab("") +
ylab("") +
theme_set(theme_bw(base_size = 10)) +
theme_minimal() +
theme(axis.text = element_blank(),
panel.grid.minor = element_blank(),
panel.grid.major = element_blank())
SpatialNiche is also capable of creating distance information by translating the pixel sizes to the micron scale. The results are output as a distane matrix that can be converted to a dataframe for use.
ptm = Sys.time()
em_d4G1 <- readRDS("../../../KWB/em_d4_G1.rds")
spatial.locs = Seurat::GetTissueCoordinates(em_d4G1, scale = NULL, cols = c("imagerow", "imagecol"))
spatial.locs = spatial.locs[,1:2]
spot.size = 8
conversion.factor = spot.size/em_d4G1@images$slice1.008um@scale.factors$spot
spatial.factors = data.frame(ratio = conversion.factor, tol = spot.size/2)
d.spatial <- Compute_Cell_Distance(coordinates = spatial.locs, ratio = spatial.factors$ratio, tol = spatial.factors$tol)
min(d.spatial[d.spatial!=0]) # this value should approximately equal 8um for 10X VisiumHD data
#> [1] 7.999177
df=as.data.frame(as.matrix(d.spatial))
head(df)
#> s_008um_00110_00228-1 s_008um_00122_00239-1
#> s_008um_00110_00228-1 0.0000 130.22140
#> s_008um_00122_00239-1 130.2214 0.00000
#> s_008um_00125_00234-1 129.2325 46.64416
#> s_008um_00124_00223-1 118.9164 128.98896
#> s_008um_00131_00230-1 168.7433 101.81457
#> s_008um_00133_00224-1 186.7426 148.79694
#> s_008um_00125_00234-1 s_008um_00124_00223-1
#> s_008um_00110_00228-1 129.23247 118.91640
#> s_008um_00122_00239-1 46.64416 128.98896
#> s_008um_00125_00234-1 0.00000 88.35838
#> s_008um_00124_00223-1 88.35838 0.00000
#> s_008um_00131_00230-1 57.68334 79.19059
#> s_008um_00133_00224-1 102.44176 72.43592
#> s_008um_00131_00230-1 s_008um_00133_00224-1
#> s_008um_00110_00228-1 168.74335 186.74257
#> s_008um_00122_00239-1 101.81457 148.79694
#> s_008um_00125_00234-1 57.68334 102.44176
#> s_008um_00124_00223-1 79.19059 72.43592
#> s_008um_00131_00230-1 0.00000 50.59329
#> s_008um_00133_00224-1 50.59329 0.00000
#> s_008um_00108_00230-1 s_008um_00131_00235-1
#> s_008um_00110_00228-1 22.62545 177.07133
#> s_008um_00122_00239-1 133.13597 78.78292
#> s_008um_00125_00234-1 139.70066 48.65735
#> s_008um_00124_00223-1 139.69991 111.13323
#> s_008um_00131_00230-1 183.98123 39.99790
#> s_008um_00133_00224-1 205.65811 89.43763
#> s_008um_00126_00228-1 s_008um_00129_00228-1
#> s_008um_00110_00228-1 127.98695 151.98451
#> s_008um_00122_00239-1 93.63157 104.29940
#> s_008um_00125_00234-1 48.65934 57.68444
#> s_008um_00124_00223-1 43.07906 56.56471
#> s_008um_00131_00230-1 43.07750 22.62588
#> s_008um_00133_00224-1 64.49180 45.25096
#> s_008um_00108_00218-1 s_008um_00116_00225-1
#> s_008um_00110_00228-1 81.58021 53.66029
#> s_008um_00122_00239-1 201.89895 121.84584
#> s_008um_00125_00234-1 186.74895 101.81646
#> s_008um_00124_00223-1 134.09211 65.96289
#> s_008um_00131_00230-1 207.52061 126.47955
#> s_008um_00133_00224-1 205.65989 136.22113
#> s_008um_00118_00223-1 s_008um_00118_00228-1
#> s_008um_00110_00228-1 75.46458 63.99347
#> s_008um_00122_00239-1 131.93264 93.63268
#> s_008um_00125_00234-1 104.30116 73.75105
#> s_008um_00124_00223-1 47.99512 62.47635
#> s_008um_00131_00230-1 118.10879 105.21327
#> s_008um_00133_00224-1 120.25433 124.18062
#> s_008um_00125_00244-1 s_008um_00119_00222-1
#> s_008um_00110_00228-1 175.44198 86.52499
#> s_008um_00122_00239-1 46.64490 138.09440
#> s_008um_00125_00234-1 79.99574 107.32538
#> s_008um_00124_00223-1 168.18163 40.78823
#> s_008um_00131_00230-1 121.84418 115.36864
#> s_008um_00133_00224-1 172.31395 113.12600
#> s_008um_00109_00231-1 s_008um_00136_00235-1
#> s_008um_00110_00228-1 25.29662 215.38634
#> s_008um_00122_00239-1 122.10488 116.46974
#> s_008um_00125_00234-1 130.21791 88.35406
#> s_008um_00124_00223-1 135.98658 135.75528
#> s_008um_00131_00230-1 176.16362 56.56469
#> s_008um_00133_00224-1 199.97942 91.20938
#> s_008um_00127_00237-1 s_008um_00127_00234-1
#> s_008um_00110_00228-1 153.87020 144.20896
#> s_008um_00122_00239-1 43.07693 56.56363
#> s_008um_00125_00234-1 28.84269 15.99837
#> s_008um_00124_00223-1 114.53675 91.20938
#> s_008um_00131_00230-1 64.49338 45.25093
#> s_008um_00133_00224-1 114.53480 93.28840
#> s_008um_00120_00248-1 s_008um_00133_00244-1
#> s_008um_00110_00228-1 178.87549 224.12544
#> s_008um_00122_00239-1 73.75193 96.65595
#> s_008um_00125_00234-1 118.92084 102.44349
#> s_008um_00124_00223-1 202.53227 182.76874
#> s_008um_00131_00230-1 168.74758 113.13127
#> s_008um_00133_00224-1 218.34185 159.99158
#> s_008um_00137_00231-1 s_008um_00127_00245-1
#> s_008um_00110_00228-1 217.30767 192.31989
#> s_008um_00122_00239-1 135.98659 62.47797
#> s_008um_00125_00234-1 98.94433 89.43811
#> s_008um_00124_00223-1 122.10494 177.61974
#> s_008um_00131_00230-1 48.65736 124.18585
#> s_008um_00133_00224-1 64.49442 174.71195
#> s_008um_00136_00248-1 s_008um_00135_00229-1
#> s_008um_00110_00228-1 262.3998 200.13971
#> s_008um_00122_00239-1 133.1359 131.19763
#> s_008um_00125_00234-1 142.4270 89.43385
#> s_008um_00124_00223-1 221.8346 100.23143
#> s_008um_00131_00230-1 149.4446 32.98145
#> s_008um_00133_00224-1 193.4843 43.07905
#> s_008um_00117_00226-1 s_008um_00128_00219-1
#> s_008um_00110_00228-1 58.23487 160.98094
#> s_008um_00122_00239-1 111.42122 167.03465
#> s_008um_00125_00234-1 90.50351 122.36944
#> s_008um_00124_00223-1 60.92005 45.25097
#> s_008um_00131_00230-1 116.47090 91.20941
#> s_008um_00133_00224-1 128.98283 56.56473
#> s_008um_00124_00239-1 s_008um_00135_00222-1
#> s_008um_00110_00228-1 142.42537 205.65815
#> s_008um_00122_00239-1 15.99836 171.19390
#> s_008um_00125_00234-1 40.78977 124.95384
#> s_008um_00124_00223-1 127.99328 88.35382
#> s_008um_00131_00230-1 91.20673 71.54925
#> s_008um_00133_00224-1 139.93256 22.62549
#> s_008um_00117_00220-1 s_008um_00110_00226-1
#> s_008um_00110_00228-1 85.03412 15.99916
#> s_008um_00122_00239-1 157.16704 141.52508
#> s_008um_00125_00234-1 128.98884 135.98866
#> s_008um_00124_00223-1 60.92087 114.53072
#> s_008um_00131_00230-1 137.62671 171.00392
#> s_008um_00133_00224-1 131.92694 184.67533
#> s_008um_00123_00226-1 s_008um_00136_00223-1
#> s_008um_00110_00228-1 105.21267 211.78935
#> s_008um_00122_00239-1 104.30157 170.06826
#> s_008um_00125_00234-1 65.96633 124.44011
#> s_008um_00124_00223-1 25.29664 95.99027
#> s_008um_00131_00230-1 71.54813 68.81330
#> s_008um_00133_00224-1 81.57590 25.29565
#> s_008um_00112_00234-1 s_008um_00122_00241-1
#> s_008um_00110_00228-1 50.59381 141.52506
#> s_008um_00122_00239-1 89.43511 15.99915
#> s_008um_00125_00234-1 103.98937 60.92208
#> s_008um_00124_00223-1 130.21903 144.87817
#> s_008um_00131_00230-1 155.31580 113.69209
#> s_008um_00133_00224-1 186.05668 161.97544
#> s_008um_00131_00241-1 s_008um_00109_00220-1
#> s_008um_00110_00228-1 197.56957 64.49481
#> s_008um_00122_00239-1 73.74927 184.16286
#> s_008um_00125_00234-1 73.75158 170.07023
#> s_008um_00124_00223-1 154.49750 122.36469
#> s_008um_00131_00230-1 87.99536 193.31205
#> s_008um_00133_00224-1 136.93038 194.62946
#> s_008um_00121_00244-1 s_008um_00127_00226-1
#> s_008um_00110_00228-1 155.32256 136.92379
#> s_008um_00122_00239-1 40.78975 111.41985
#> s_008um_00125_00234-1 86.15692 65.96576
#> s_008um_00124_00223-1 169.69607 33.93883
#> s_008um_00131_00230-1 137.62643 45.25176
#> s_008um_00133_00224-1 186.57669 50.59129
#> s_008um_00114_00234-1 s_008um_00120_00231-1
#> s_008um_00110_00228-1 57.68540 83.51469
#> s_008um_00122_00239-1 75.46580 65.96630
#> s_008um_00125_00234-1 87.99101 46.64384
#> s_008um_00124_00223-1 118.91856 71.54921
#> s_008um_00131_00230-1 139.69953 88.35378
#> s_008um_00133_00224-1 171.75034 118.10700
#> s_008um_00132_00245-1 s_008um_00122_00219-1
#> s_008um_00110_00228-1 222.40636 119.98887
#> s_008um_00122_00239-1 93.28764 159.99163
#> s_008um_00125_00234-1 104.30108 122.37029
#> s_008um_00124_00223-1 187.26535 35.77515
#> s_008um_00131_00230-1 120.26012 113.69421
#> s_008um_00133_00224-1 168.18135 96.65605
#> s_008um_00133_00232-1 s_008um_00126_00227-1
#> s_008um_00110_00228-1 186.74369 128.23656
#> s_008um_00122_00239-1 104.29721 101.18650
#> s_008um_00125_00234-1 65.96288 56.56538
#> s_008um_00124_00223-1 101.81647 35.77514
#> s_008um_00131_00230-1 22.62588 46.64386
#> s_008um_00133_00224-1 63.99667 60.92007
#> s_008um_00122_00227-1 s_008um_00122_00238-1
#> s_008um_00110_00228-1 96.32281 124.954899
#> s_008um_00122_00239-1 95.99494 7.999574
#> s_008um_00125_00234-1 60.92293 39.996820
#> s_008um_00124_00223-1 35.77461 121.055224
#> s_008um_00131_00230-1 75.88773 96.324154
#> s_008um_00133_00224-1 91.20467 142.424543
#> s_008um_00115_00234-1 s_008um_00119_00233-1
#> s_008um_00110_00228-1 62.47802 82.35824
#> s_008um_00122_00239-1 68.81331 53.66266
#> s_008um_00125_00234-1 79.99182 48.65734
#> s_008um_00124_00223-1 113.69212 89.43650
#> s_008um_00131_00230-1 131.92573 98.94431
#> s_008um_00133_00224-1 164.71395 133.13382
#> s_008um_00118_00248-1 s_008um_00117_00231-1
#> s_008um_00110_00228-1 172.31604 60.92084
#> s_008um_00122_00239-1 78.78545 75.46744
#> s_008um_00125_00234-1 125.21096 68.34588
#> s_008um_00124_00223-1 205.66706 85.03412
#> s_008um_00131_00230-1 177.61483 112.27379
#> s_008um_00133_00224-1 226.39857 139.69996
#> s_008um_00119_00247-1 s_008um_00123_00234-1
#> s_008um_00110_00228-1 168.18112 114.53268
#> s_008um_00122_00239-1 68.34753 40.78977
#> s_008um_00125_00234-1 114.53466 15.99837
#> s_008um_00124_00223-1 196.11091 88.35809
#> s_008um_00131_00230-1 166.45621 71.54707
#> s_008um_00133_00224-1 215.39059 113.12735
#> s_008um_00132_00232-1 s_008um_00121_00243-1
#> s_008um_00110_00228-1 178.86806 148.79947
#> s_008um_00122_00239-1 97.64322 32.98284
#> s_008um_00125_00234-1 58.23488 78.78549
#> s_008um_00124_00223-1 96.32650 161.78085
#> s_008um_00131_00230-1 17.88756 131.19925
#> s_008um_00133_00224-1 64.49451 179.76417
#> s_008um_00136_00221-1 s_008um_00125_00247-1
#> s_008um_00110_00228-1 215.38443 193.64730
#> s_008um_00122_00239-1 182.41353 68.34837
#> s_008um_00125_00234-1 136.22398 103.99445
#> s_008um_00124_00223-1 97.31419 192.15657
#> s_008um_00131_00230-1 82.35919 144.21278
#> s_008um_00133_00224-1 33.93823 194.80031
#> s_008um_00130_00220-1 s_008um_00122_00243-1
#> s_008um_00110_00228-1 172.30784 153.66528
#> s_008um_00122_00239-1 164.91330 31.99829
#> s_008um_00125_00234-1 118.92101 75.88983
#> s_008um_00124_00223-1 53.66034 160.78917
#> s_008um_00131_00230-1 80.39494 126.48131
#> s_008um_00133_00224-1 39.99757 175.62318
#> s_008um_00135_00247-1 s_008um_00134_00230-1
#> s_008um_00110_00228-1 251.1862 192.64624
#> s_008um_00122_00239-1 122.1048 119.98884
#> s_008um_00125_00234-1 131.2015 78.78295
#> s_008um_00124_00223-1 211.1946 97.64495
#> s_008um_00131_00230-1 139.7068 23.99756
#> s_008um_00133_00224-1 184.6848 48.65965
#> s_008um_00127_00238-1 s_008um_00125_00231-1
#> s_008um_00110_00228-1 157.77183 122.36465
#> s_008um_00122_00239-1 40.78792 68.34759
#> s_008um_00125_00234-1 35.77510 23.99874
#> s_008um_00124_00223-1 122.37025 64.49480
#> s_008um_00131_00230-1 71.54918 48.65707
#> s_008um_00133_00224-1 121.84426 85.03359
#> s_008um_00108_00219-1 s_008um_00120_00220-1
#> s_008um_00110_00228-1 73.75264 102.44062
#> s_008um_00122_00239-1 195.29318 152.83199
#> s_008um_00125_00234-1 181.35968 118.92237
#> s_008um_00124_00223-1 131.92692 39.99701
#> s_008um_00131_00230-1 203.94338 118.92022
#> s_008um_00133_00224-1 203.94117 108.80175
#> s_008um_00125_00230-1 s_008um_00121_00231-1
#> s_008um_00110_00228-1 121.05001 91.20547
#> s_008um_00122_00239-1 75.88986 64.49475
#> s_008um_00125_00234-1 31.99832 39.99698
#> s_008um_00124_00223-1 56.56569 68.34764
#> s_008um_00131_00230-1 47.99512 80.39071
#> s_008um_00133_00224-1 79.99261 111.12877
#> s_008um_00126_00223-1 s_008um_00137_00242-1
#> s_008um_00110_00228-1 134.09066 243.2900
#> s_008um_00122_00239-1 131.93151 122.3646
#> s_008um_00125_00234-1 88.35809 115.3686
#> s_008um_00124_00223-1 15.99838 184.1628
#> s_008um_00131_00230-1 68.81446 107.3253
#> s_008um_00133_00224-1 56.56300 147.5052
#> s_008um_00114_00223-1 s_008um_00133_00246-1
#> s_008um_00110_00228-1 51.22086 233.6319
#> s_008um_00122_00239-1 143.10047 104.2989
#> s_008um_00125_00234-1 124.44234 115.3707
#> s_008um_00124_00223-1 79.99186 197.5749
#> s_008um_00131_00230-1 147.06525 128.9895
#> s_008um_00133_00224-1 152.19508 175.9907
#> s_008um_00117_00234-1 s_008um_00114_00231-1
#> s_008um_00110_00228-1 73.75105 39.99699
#> s_008um_00122_00239-1 56.56467 90.50349
#> s_008um_00125_00234-1 63.99346 91.20546
#> s_008um_00124_00223-1 104.29942 102.44061
#> s_008um_00131_00230-1 116.46975 136.22108
#> s_008um_00133_00224-1 150.92919 161.97117
#> s_008um_00135_00226-1 s_008um_00126_00236-1
#> s_008um_00110_00228-1 200.61833 143.09621
#> s_008um_00122_00239-1 147.06552 39.99626
#> s_008um_00125_00234-1 102.44064 17.88755
#> s_008um_00124_00223-1 91.20551 105.21824
#> s_008um_00131_00230-1 45.25096 62.47689
#> s_008um_00133_00224-1 22.62589 111.13147
#> s_008um_00133_00248-1 s_008um_00130_00233-1
#> s_008um_00110_00228-1 243.8185 164.90860
#> s_008um_00122_00239-1 113.6930 79.99255
#> s_008um_00125_00234-1 128.9887 40.78793
#> s_008um_00124_00223-1 212.5541 93.28989
#> s_008um_00131_00230-1 144.8787 25.29663
#> s_008um_00133_00224-1 191.9899 75.88993
#> s_008um_00107_00218-1 s_008um_00133_00221-1
#> s_008um_00110_00228-1 83.5182 192.31331
#> s_008um_00122_00239-1 206.4434 168.74772
#> s_008um_00125_00234-1 192.6519 122.10570
#> s_008um_00124_00223-1 141.7472 73.74877
#> s_008um_00131_00230-1 214.6444 73.75208
#> s_008um_00133_00224-1 213.4463 23.99876
#> s_008um_00118_00227-1 s_008um_00131_00227-1
#> s_008um_00110_00228-1 64.49138 168.17311
#> s_008um_00122_00239-1 101.18761 119.99051
#> s_008um_00125_00234-1 79.19057 73.75029
#> s_008um_00124_00223-1 57.68335 64.49280
#> s_008um_00131_00230-1 106.72314 23.99875
#> s_008um_00133_00224-1 122.36384 28.84224
#> s_008um_00109_00221-1 s_008um_00123_00246-1
#> s_008um_00110_00228-1 56.56569 177.61797
#> s_008um_00122_00239-1 177.61805 56.56560
#> s_008um_00125_00234-1 164.91217 97.31859
#> s_008um_00124_00223-1 121.05005 184.16394
#> s_008um_00131_00230-1 190.14106 143.09830
#> s_008um_00133_00224-1 193.47511 193.31558
#> s_008um_00133_00241-1 s_008um_00129_00245-1
#> s_008um_00110_00228-1 211.34012 203.94626
#> s_008um_00122_00239-1 89.43400 73.75100
#> s_008um_00125_00234-1 85.03506 93.63263
#> s_008um_00124_00223-1 160.98802 180.47899
#> s_008um_00131_00230-1 89.43814 121.05516
#> s_008um_00133_00224-1 135.99286 171.01059
#> s_008um_00136_00232-1 s_008um_00120_00241-1
#> s_008um_00110_00228-1 210.42652 131.20159
#> s_008um_00122_00239-1 125.20736 22.62544
#> s_008um_00125_00234-1 89.43347 68.81320
#> s_008um_00124_00223-1 119.99099 147.50403
#> s_008um_00131_00230-1 43.07750 124.44001
#> s_008um_00133_00224-1 68.34846 171.19385
#> s_008um_00128_00247-1 s_008um_00113_00221-1
#> s_008um_00110_00228-1 209.36598 60.92213
#> s_008um_00122_00239-1 79.99501 160.98805
#> s_008um_00125_00234-1 106.72779 141.52513
#> s_008um_00124_00223-1 194.63844 89.43406
#> s_008um_00131_00230-1 138.09345 160.98330
#> s_008um_00133_00224-1 188.28657 161.77417
#> s_008um_00135_00233-1 s_008um_00136_00222-1
#> s_008um_00110_00228-1 203.94109 213.44460
#> s_008um_00122_00239-1 114.53108 176.16742
#> s_008um_00125_00234-1 80.39071 130.21967
#> s_008um_00124_00223-1 118.92019 96.32288
#> s_008um_00131_00230-1 39.99699 75.46628
#> s_008um_00133_00224-1 73.75262 28.84170
#> s_008um_00124_00247-1 s_008um_00117_00222-1
#> s_008um_00110_00228-1 188.79515 73.74971
#> s_008um_00122_00239-1 65.96625 141.75307
#> s_008um_00125_00234-1 104.30150 115.37083
#> s_008um_00124_00223-1 191.98985 56.56299
#> s_008um_00131_00230-1 147.06841 128.98560
#> s_008um_00133_00224-1 197.57248 128.98341
#> s_008um_00133_00218-1 s_008um_00113_00225-1
#> s_008um_00110_00228-1 200.61884 33.93819
#> s_008um_00122_00239-1 189.63898 133.13872
#> s_008um_00125_00234-1 143.09847 119.99097
#> s_008um_00124_00223-1 82.35704 89.43347
#> s_008um_00131_00230-1 97.31876 149.43835
#> s_008um_00133_00224-1 47.99753 160.18346
#> s_008um_00123_00223-1 s_008um_00118_00234-1
#> s_008um_00110_00228-1 111.415773 79.99397
#> s_008um_00122_00239-1 128.242853 51.22176
#> s_008um_00125_00234-1 89.438193 55.99428
#> s_008um_00124_00223-1 7.999187 100.23256
#> s_008um_00131_00230-1 85.035117 108.80057
#> s_008um_00133_00224-1 80.391031 144.20836
#> s_008um_00129_00246-1 s_008um_00136_00225-1
#> s_008um_00110_00228-1 209.36543 209.35843
#> s_008um_00122_00239-1 79.19051 158.37827
#> s_008um_00125_00234-1 101.18755 113.69106
#> s_008um_00124_00223-1 188.28800 97.31474
#> s_008um_00131_00230-1 128.98890 56.56370
#> s_008um_00133_00224-1 178.87516 25.29592
#> s_008um_00126_00221-1 s_008um_00107_00224-1
#> s_008um_00110_00228-1 139.69994 39.99756
#> s_008um_00122_00239-1 147.50407 169.69407
#> s_008um_00125_00234-1 104.30163 164.71650
#> s_008um_00124_00223-1 22.62548 136.22109
#> s_008um_00131_00230-1 82.36043 197.89034
#> s_008um_00133_00224-1 60.92088 207.97884
#> s_008um_00129_00234-1 s_008um_00124_00238-1
#> s_008um_00110_00228-1 159.38416 137.62665
#> s_008um_00122_00239-1 68.81212 17.88676
#> s_008um_00125_00234-1 31.99674 32.98286
#> s_008um_00124_00223-1 96.65916 119.99371
#> s_008um_00131_00230-1 35.77460 85.03410
#> s_008um_00133_00224-1 86.15702 133.13654
#> s_008um_00106_00239-1 s_008um_00119_00235-1
#> s_008um_00110_00228-1 93.63152 91.20724
#> s_008um_00122_00239-1 127.98686 39.99752
#> s_008um_00125_00234-1 157.15873 48.65705
#> s_008um_00124_00223-1 192.64825 103.99312
#> s_008um_00131_00230-1 212.54349 103.98948
#> s_008um_00133_00224-1 247.07084 142.42288
#> s_008um_00124_00222-1 s_008um_00134_00226-1
#> s_008um_00110_00228-1 121.840082 192.64567
#> s_008um_00122_00239-1 136.930378 141.52252
#> s_008um_00125_00234-1 96.327843 96.32420
#> s_008um_00124_00223-1 7.999587 83.51473
#> s_008um_00131_00230-1 85.035680 39.99686
#> s_008um_00133_00224-1 73.749329 17.88757
#> s_008um_00124_00244-1 s_008um_00120_00240-1
#> s_008um_00110_00228-1 170.07125 124.95601
#> s_008um_00122_00239-1 43.07900 17.88675
#> s_008um_00125_00234-1 80.39454 62.47685
#> s_008um_00124_00223-1 167.99115 139.70572
#> s_008um_00131_00230-1 125.21103 118.91798
#> s_008um_00133_00224-1 175.44181 164.91085
#> s_008um_00123_00235-1 s_008um_00135_00231-1
#> s_008um_00110_00228-1 118.10875 201.41490
#> s_008um_00122_00239-1 32.98286 122.10291
#> s_008um_00125_00234-1 17.88676 83.51387
#> s_008um_00124_00223-1 96.32754 108.80351
#> s_008um_00131_00230-1 75.46459 32.98173
#> s_008um_00133_00224-1 118.91860 58.23791
#> s_008um_00131_00232-1 s_008um_00133_00239-1
#> s_008um_00110_00228-1 171.00390 203.94329
#> s_008um_00122_00239-1 91.20561 87.99101
#> s_008um_00125_00234-1 50.59126 75.46581
#> s_008um_00124_00223-1 91.20838 146.85217
#> s_008um_00131_00230-1 15.99916 73.75258
#> s_008um_00133_00224-1 65.96579 119.99371
#> s_008um_00135_00221-1 s_008um_00133_00234-1
#> s_008um_00110_00228-1 207.67073 190.13989
#> s_008um_00122_00239-1 177.61500 96.65465
#> s_008um_00125_00234-1 131.19937 63.99348
#> s_008um_00124_00223-1 89.43352 113.69418
#> s_008um_00131_00230-1 78.78562 35.77512
#> s_008um_00133_00224-1 28.84225 79.99583
#> s_008um_00133_00237-1 s_008um_00114_00236-1
#> s_008um_00110_00228-1 197.56779 71.55023
#> s_008um_00122_00239-1 89.43344 68.34586
#> s_008um_00125_00234-1 68.34588 89.43342
#> s_008um_00124_00223-1 133.13874 131.19929
#> s_008um_00131_00230-1 58.23788 144.20729
#> s_008um_00133_00224-1 103.99456 179.76037
#> s_008um_00115_00225-1 s_008um_00124_00245-1
#> s_008um_00110_00228-1 46.64308 176.17048
#> s_008um_00122_00239-1 125.21291 50.59377
#> s_008um_00125_00234-1 107.62139 88.35800
#> s_008um_00124_00223-1 73.74874 175.99072
#> s_008um_00131_00230-1 134.09208 132.41445
#> s_008um_00133_00224-1 144.20727 182.76632
#> s_008um_00118_00244-1 s_008um_00128_00237-1
#> s_008um_00110_00228-1 143.10042 160.98324
#> s_008um_00122_00239-1 51.22081 50.59124
#> s_008um_00125_00234-1 97.64482 33.93881
#> s_008um_00124_00223-1 174.71192 116.47579
#> s_008um_00131_00230-1 152.82680 60.92211
#> s_008um_00133_00224-1 199.98415 111.41990
#> s_008um_00111_00222-1 s_008um_00130_00248-1
#> s_008um_00110_00228-1 48.65935 226.2587
#> s_008um_00122_00239-1 161.97815 96.3264
#> s_008um_00125_00234-1 147.50213 118.9222
#> s_008um_00124_00223-1 104.29681 205.6688
#> s_008um_00131_00230-1 172.31001 144.2142
#> s_008um_00133_00224-1 176.70818 193.4834
#> s_008um_00132_00238-1 s_008um_00126_00238-1
#> s_008um_00110_00228-1 193.31197 150.93163
#> s_008um_00122_00239-1 80.39068 32.98142
#> s_008um_00125_00234-1 64.49277 32.98315
#> s_008um_00124_00223-1 135.99241 121.05581
#> s_008um_00131_00230-1 64.49476 75.46621
#> s_008um_00133_00224-1 112.27930 125.21111
#> s_008um_00129_00244-1 s_008um_00118_00230-1
#> s_008um_00110_00228-1 198.70143 65.96344
#> s_008um_00122_00239-1 68.81329 78.78660
#> s_008um_00125_00234-1 86.15802 64.49278
#> s_008um_00124_00223-1 172.68742 73.75029
#> s_008um_00131_00230-1 113.13070 103.98941
#> s_008um_00133_00224-1 163.15916 129.23089
#> s_008um_00127_00230-1 s_008um_00106_00225-1
#> s_008um_00110_00228-1 136.92436 39.99699
#> s_008um_00122_00239-1 82.35909 170.07018
#> s_008um_00125_00234-1 35.77459 168.17594
#> s_008um_00124_00223-1 60.92295 144.87119
#> s_008um_00131_00230-1 31.99674 203.94111
#> s_008um_00133_00224-1 67.87643 216.12597
#> s_008um_00128_00226-1 s_008um_00110_00231-1
#> s_008um_00110_00228-1 144.87119 23.99874
#> s_008um_00122_00239-1 114.53475 115.36858
#> s_008um_00125_00234-1 68.34763 122.36463
#> s_008um_00124_00223-1 39.99700 128.98352
#> s_008um_00131_00230-1 39.99755 168.17308
#> s_008um_00133_00224-1 43.07698 192.31328
#> s_008um_00128_00221-1 s_008um_00107_00219-1
#> s_008um_00110_00228-1 154.48999 75.89077
#> s_008um_00122_00239-1 151.77980 199.98773
#> s_008um_00125_00234-1 106.72706 187.43242
#> s_008um_00124_00223-1 35.77356 139.70073
#> s_008um_00131_00230-1 75.89076 211.18787
#> s_008um_00133_00224-1 46.64387 211.79081
#> s_008um_00116_00230-1 s_008um_00131_00225-1
#> s_008um_00110_00228-1 50.59181 169.68808
#> s_008um_00122_00239-1 86.52808 133.13652
#> s_008um_00125_00234-1 78.78400 86.52667
#> s_008um_00124_00223-1 85.03356 58.23546
#> s_008um_00131_00230-1 119.98777 39.99792
#> s_008um_00133_00224-1 144.20735 17.88678
#> s_008um_00130_00225-1 s_008um_00137_00235-1
#> s_008um_00110_00228-1 161.77325 223.12015
#> s_008um_00122_00239-1 128.98677 124.18057
#> s_008um_00125_00234-1 82.35914 96.32312
#> s_008um_00124_00223-1 50.59183 141.52455
#> s_008um_00131_00230-1 40.79010 62.47745
#> s_008um_00133_00224-1 25.29565 93.63271
#> s_008um_00131_00244-1 s_008um_00130_00234-1
#> s_008um_00110_00228-1 211.19017 167.02939
#> s_008um_00122_00239-1 82.35820 75.46456
#> s_008um_00125_00234-1 93.28981 39.99592
#> s_008um_00124_00223-1 177.07832 100.23411
#> s_008um_00131_00230-1 111.99407 32.98288
#> s_008um_00133_00224-1 160.78918 83.51734
#> s_008um_00137_00221-1 s_008um_00115_00226-1
#> s_008um_00110_00228-1 223.11824 43.07694
#> s_008um_00122_00239-1 187.43073 118.11196
#> s_008um_00125_00234-1 141.52260 102.44244
#> s_008um_00124_00223-1 105.21275 75.88690
#> s_008um_00131_00230-1 86.52672 131.92690
#> s_008um_00133_00224-1 39.99633 144.87123
#> s_008um_00132_00239-1 s_008um_00120_00223-1
#> s_008um_00110_00228-1 196.75728 89.43383
#> s_008um_00122_00239-1 79.99182 128.98954
#> s_008um_00125_00234-1 68.81331 96.65916
#> s_008um_00124_00223-1 143.10047 31.99675
#> s_008um_00131_00230-1 72.43936 104.29898
#> s_008um_00133_00224-1 120.25990 104.29683
#> s_008um_00130_00245-1 s_008um_00120_00242-1
#> s_008um_00110_00228-1 209.97526 137.62884
#> s_008um_00122_00239-1 79.99392 28.84219
#> s_008um_00125_00234-1 96.65908 75.46617
#> s_008um_00124_00223-1 182.41867 155.32282
#> s_008um_00131_00230-1 120.25983 130.21956
#> s_008um_00133_00224-1 169.69609 177.61494
#> s_008um_00120_00230-1 s_008um_00137_00222-1
#> s_008um_00110_00228-1 81.57643 221.24623
#> s_008um_00122_00239-1 73.75258 181.35751
#> s_008um_00125_00234-1 51.22122 135.75285
#> s_008um_00124_00223-1 64.49340 104.29656
#> s_008um_00131_00230-1 87.99104 79.99374
#> s_008um_00133_00224-1 114.53113 35.77357
#> s_008um_00127_00218-1 s_008um_00135_00228-1
#> s_008um_00110_00228-1 157.76937 199.97963
#> s_008um_00122_00239-1 172.68608 136.22279
#> s_008um_00125_00234-1 128.98903 93.28622
#> s_008um_00124_00223-1 46.64423 96.65603
#> s_008um_00131_00230-1 101.18769 35.77355
#> s_008um_00133_00224-1 67.87767 35.77513
#> s_008um_00112_00226-1 s_008um_00123_00247-1
#> s_008um_00110_00228-1 22.62546 184.1628
#> s_008um_00122_00239-1 131.20161 64.4947
#> s_008um_00125_00234-1 122.10491 105.2175
#> s_008um_00124_00223-1 98.94432 192.1563
#> s_008um_00131_00230-1 155.31698 150.2960
#> s_008um_00133_00224-1 168.74281 200.6255
#> s_008um_00119_00225-1 s_008um_00137_00239-1
#> s_008um_00110_00228-1 75.88687 233.21741
#> s_008um_00122_00239-1 114.53673 119.98774
#> s_008um_00125_00234-1 86.52811 103.99082
#> s_008um_00124_00223-1 43.07696 164.91380
#> s_008um_00131_00230-1 103.99085 86.52808
#> s_008um_00133_00224-1 112.27383 124.18704
#> s_008um_00106_00218-1 s_008um_00119_00226-1
#> s_008um_00110_00228-1 86.15813 73.74871
#> s_008um_00122_00239-1 211.19305 106.72786
#> s_008um_00125_00234-1 198.70155 79.99509
#> s_008um_00124_00223-1 149.43838 46.64311
#> s_008um_00131_00230-1 221.82789 101.18364
#> s_008um_00133_00224-1 221.24797 113.12542
#> s_008um_00127_00242-1 s_008um_00132_00243-1
#> s_008um_00110_00228-1 176.16883 212.99982
#> s_008um_00122_00239-1 46.64382 86.15495
#> s_008um_00125_00234-1 65.96628 91.20831
#> s_008um_00124_00223-1 153.87523 172.31612
#> s_008um_00131_00230-1 101.18649 104.30184
#> s_008um_00133_00224-1 151.77978 152.20221
#> s_008um_00121_00222-1 s_008um_00132_00242-1
#> s_008um_00110_00228-1 100.22986 208.59787
#> s_008um_00122_00239-1 136.22807 83.51467
#> s_008um_00125_00234-1 101.18766 85.03561
#> s_008um_00124_00223-1 25.29592 164.91540
#> s_008um_00131_00230-1 102.44247 96.32778
#> s_008um_00133_00224-1 97.31474 144.21431
#> s_008um_00122_00245-1 s_008um_00122_00228-1
#> s_008um_00110_00228-1 166.45912 95.99020
#> s_008um_00122_00239-1 47.99743 87.99536
#> s_008um_00125_00234-1 91.20844 53.66268
#> s_008um_00124_00223-1 176.71609 43.07851
#> s_008um_00131_00230-1 139.93247 73.74931
#> s_008um_00133_00224-1 189.63888 93.62809
#> s_008um_00112_00229-1 s_008um_00111_00223-1
#> s_008um_00110_00228-1 17.88703 40.7898
#> s_008um_00122_00239-1 113.12937 155.3226
#> s_008um_00125_00234-1 111.41713 142.4254
#> s_008um_00124_00223-1 107.32060 103.9894
#> s_008um_00131_00230-1 152.19503 169.5016
#> s_008um_00133_00224-1 172.67844 176.1640
#> s_008um_00118_00242-1 s_008um_00107_00221-1
#> s_008um_00110_00228-1 128.98876 60.92296
#> s_008um_00122_00239-1 39.99625 187.43406
#> s_008um_00125_00234-1 85.03405 177.61531
#> s_008um_00124_00223-1 159.38892 136.92439
#> s_008um_00131_00230-1 141.52190 205.03771
#> s_008um_00133_00224-1 187.43065 209.35933
#> s_008um_00132_00234-1 s_008um_00108_00221-1
#> s_008um_00110_00228-1 182.41094 58.23792
#> s_008um_00122_00239-1 89.43381 182.41673
#> s_008um_00125_00234-1 55.99429 171.19469
#> s_008um_00124_00223-1 108.80516 128.98339
#> s_008um_00131_00230-1 32.98316 197.56785
#> s_008um_00133_00224-1 80.39463 201.41496
#> s_008um_00112_00224-1 s_008um_00129_00218-1
#> s_008um_00110_00228-1 35.77459 171.75037
#> s_008um_00122_00239-1 144.21350 177.07646
#> s_008um_00125_00234-1 131.19997 131.93158
#> s_008um_00124_00223-1 96.32284 56.56371
#> s_008um_00131_00230-1 159.38420 97.31932
#> s_008um_00133_00224-1 167.98292 57.68544
#> s_008um_00113_00218-1 s_008um_00126_00241-1
#> s_008um_00110_00228-1 83.51734 164.91210
#> s_008um_00122_00239-1 182.76881 35.77404
#> s_008um_00125_00234-1 159.99022 56.56563
#> s_008um_00124_00223-1 96.65604 144.87875
#> s_008um_00131_00230-1 173.05298 96.65779
#> s_008um_00133_00224-1 167.02948 147.06850
#> s_008um_00131_00247-1 s_008um_00131_00226-1
#> s_008um_00110_00228-1 226.54076 168.74278
#> s_008um_00122_00239-1 96.32585 126.48136
#> s_008um_00125_00234-1 114.53627 79.99370
#> s_008um_00124_00223-1 199.98965 60.92087
#> s_008um_00131_00230-1 135.99278 31.99833
#> s_008um_00133_00224-1 184.68424 22.62548
#> s_008um_00107_00238-1 s_008um_00108_00240-1
#> s_008um_00110_00228-1 83.51725 97.31861
#> s_008um_00122_00239-1 120.25421 112.27371
#> s_008um_00125_00234-1 147.49736 144.20721
#> s_008um_00124_00223-1 181.35627 186.74596
#> s_008um_00131_00230-1 202.36495 200.61867
#> s_008um_00133_00224-1 236.21387 237.43033
#> s_008um_00133_00219-1 s_008um_00137_00238-1
#> s_008um_00110_00228-1 197.56542 230.31813
#> s_008um_00122_00239-1 182.59036 120.25397
#> s_008um_00125_00234-1 135.99042 101.18361
#> s_008um_00124_00223-1 78.78300 158.78521
#> s_008um_00131_00230-1 89.43767 79.99506
#> s_008um_00133_00224-1 39.99794 116.47578
#> s_008um_00111_00218-1 s_008um_00120_00244-1
#> s_008um_00110_00228-1 80.39464 150.93487
#> s_008um_00122_00239-1 189.64181 43.07845
#> s_008um_00125_00234-1 170.07136 89.43642
#> s_008um_00124_00223-1 111.41719 171.01057
#> s_008um_00131_00230-1 186.57546 142.42446
#> s_008um_00133_00224-1 182.41102 190.81532
#> s_008um_00121_00220-1 s_008um_00131_00236-1
#> s_008um_00110_00228-1 108.80160 179.76152
#> s_008um_00122_00239-1 152.20254 75.88687
#> s_008um_00125_00234-1 116.47582 50.59181
#> s_008um_00124_00223-1 33.93884 118.11199
#> s_008um_00131_00230-1 113.12943 47.99748
#> s_008um_00133_00224-1 101.18367 97.31870
#> s_008um_00133_00230-1 s_008um_00131_00240-1
#> s_008um_00110_00228-1 184.67588 193.47831
#> s_008um_00122_00239-1 113.69100 72.43586
#> s_008um_00125_00234-1 71.54708 67.87761
#> s_008um_00124_00223-1 91.20727 147.07038
#> s_008um_00131_00230-1 15.99837 79.99578
#> s_008um_00133_00224-1 47.99751 128.98898
#> s_008um_00131_00239-1 s_008um_00133_00227-1
#> s_008um_00110_00228-1 189.63640 184.15494
#> s_008um_00122_00239-1 71.99264 130.21960
#> s_008um_00125_00234-1 62.47744 85.03357
#> s_008um_00124_00223-1 139.70649 78.78404
#> s_008um_00131_00230-1 71.99621 28.84223
#> s_008um_00133_00224-1 121.05524 23.99876
#> s_008um_00133_00235-1 s_008um_00117_00238-1
#> s_008um_00110_00228-1 192.31521 97.64656
#> s_008um_00122_00239-1 93.62803 40.78820
#> s_008um_00125_00234-1 64.49168 71.54703
#> s_008um_00124_00223-1 119.99264 132.41450
#> s_008um_00131_00230-1 43.07903 128.98350
#> s_008um_00133_00224-1 87.99541 170.06711
#> s_008um_00122_00234-1 s_008um_00131_00222-1
#> s_008um_00110_00228-1 107.32216 174.70467
#> s_008um_00122_00239-1 39.99788 153.87219
#> s_008um_00125_00234-1 23.99755 107.32383
#> s_008um_00124_00223-1 89.43762 56.56272
#> s_008um_00131_00230-1 78.78294 63.99668
#> s_008um_00133_00224-1 118.91804 22.62589
#> s_008um_00132_00244-1 s_008um_00134_00223-1
#> s_008um_00110_00228-1 217.60690 196.10215
#> s_008um_00122_00239-1 89.43510 159.98738
#> s_008um_00125_00234-1 97.64652 113.69217
#> s_008um_00124_00223-1 179.76814 79.99189
#> s_008um_00131_00230-1 112.27953 60.92216
#> s_008um_00133_00224-1 160.19128 11.31274
#> s_008um_00119_00224-1 s_008um_00127_00243-1
#> s_008um_00110_00228-1 78.78293 181.35958
#> s_008um_00122_00239-1 122.37024 51.22119
#> s_008um_00125_00234-1 93.28988 73.75255
#> s_008um_00124_00223-1 40.78794 161.78173
#> s_008um_00131_00230-1 107.32219 108.80499
#> s_008um_00133_00224-1 111.98863 159.38895
#> s_008um_00123_00236-1 s_008um_00131_00238-1
#> s_008um_00110_00228-1 122.10490 186.05929
#> s_008um_00122_00239-1 25.29661 72.43557
#> s_008um_00125_00234-1 22.62546 57.68429
#> s_008um_00124_00223-1 104.30160 132.41638
#> s_008um_00131_00230-1 79.99257 63.99663
#> s_008um_00133_00224-1 124.95381 113.13077
#> s_008um_00121_00240-1 s_008um_00123_00218-1
#> s_008um_00110_00228-1 130.22195 131.19766
#> s_008um_00122_00239-1 11.31272 168.18141
#> s_008um_00125_00234-1 57.68440 128.98961
#> s_008um_00124_00223-1 138.09352 40.79012
#> s_008um_00131_00230-1 113.12729 115.37086
#> s_008um_00133_00224-1 159.98736 93.28775
#> s_008um_00134_00233-1 s_008um_00136_00244-1
#> s_008um_00110_00228-1 196.10354 244.2098
#> s_008um_00122_00239-1 107.32058 118.9177
#> s_008um_00125_00234-1 72.43560 118.9201
#> s_008um_00124_00223-1 113.12941 193.4832
#> s_008um_00131_00230-1 33.93881 118.9223
#> s_008um_00133_00224-1 72.43941 161.7817
#> s_008um_00124_00242-1 s_008um_00132_00233-1
#> s_008um_00110_00228-1 158.38110 180.47098
#> s_008um_00122_00239-1 28.84268 93.28617
#> s_008um_00125_00234-1 64.49444 56.56269
#> s_008um_00124_00223-1 151.99200 102.44357
#> s_008um_00131_00230-1 111.13141 25.29691
#> s_008um_00133_00224-1 160.98567 72.43912
#> s_008um_00115_00235-1 s_008um_00128_00243-1
#> s_008um_00110_00228-1 68.81444 187.43232
#> s_008um_00122_00239-1 64.49276 57.68427
#> s_008um_00125_00234-1 80.39068 75.89068
#> s_008um_00124_00223-1 119.99051 163.16030
#> s_008um_00131_00230-1 134.09064 106.72698
#> s_008um_00133_00224-1 168.74389 157.16559
#> s_008um_00118_00233-1 s_008um_00134_00246-1
#> s_008um_00110_00228-1 75.46582 239.9818
#> s_008um_00122_00239-1 57.68538 111.1304
#> s_008um_00125_00234-1 56.56297 119.9925
#> s_008um_00124_00223-1 93.28837 200.6282
#> s_008um_00131_00230-1 106.72227 130.2239
#> s_008um_00133_00224-1 139.92932 176.1726
#> s_008um_00111_00232-1 s_008um_00114_00222-1
#> s_008um_00110_00228-1 32.98316 57.68443
#> s_008um_00122_00239-1 104.29893 150.29819
#> s_008um_00125_00234-1 113.12593 130.22200
#> s_008um_00124_00223-1 126.47915 80.39102
#> s_008um_00131_00230-1 160.78139 150.29348
#> s_008um_00133_00224-1 187.25611 152.82463
#> s_008um_00106_00220-1 s_008um_00127_00235-1
#> s_008um_00110_00228-1 71.55028 147.06521
#> s_008um_00122_00239-1 198.70319 51.22028
#> s_008um_00125_00234-1 188.79251 17.88703
#> s_008um_00124_00223-1 145.97208 98.94950
#> s_008um_00131_00230-1 215.38751 51.22086
#> s_008um_00133_00224-1 218.33613 100.23258
#> s_008um_00123_00248-1 s_008um_00109_00218-1
#> s_008um_00110_00228-1 190.8185 80.39494
#> s_008um_00122_00239-1 72.4393 197.57401
#> s_008um_00125_00234-1 113.1306 181.00708
#> s_008um_00124_00223-1 200.1492 126.47958
#> s_008um_00131_00230-1 157.5710 200.46287
#> s_008um_00133_00224-1 207.9861 197.89041
#> s_008um_00135_00241-1 s_008um_00119_00219-1
#> s_008um_00110_00228-1 225.40509 101.81460
#> s_008um_00122_00239-1 105.21322 161.78178
#> s_008um_00125_00234-1 97.64489 129.23716
#> s_008um_00124_00223-1 168.75042 51.22125
#> s_008um_00131_00230-1 93.63266 130.22147
#> s_008um_00133_00224-1 136.93095 118.91784
#> s_008um_00134_00247-1 s_008um_00135_00225-1
#> s_008um_00110_00228-1 244.8654 201.41406
#> s_008um_00122_00239-1 115.3685 152.82689
#> s_008um_00125_00234-1 126.4834 107.61947
#> s_008um_00124_00223-1 207.9888 89.43407
#> s_008um_00131_00230-1 138.0943 51.22090
#> s_008um_00133_00224-1 184.1642 17.88704
#> s_008um_00115_00232-1 s_008um_00108_00225-1
#> s_008um_00110_00228-1 51.22122 28.84271
#> s_008um_00122_00239-1 79.19055 158.38113
#> s_008um_00125_00234-1 81.57642 153.87022
#> s_008um_00124_00223-1 101.81459 128.98279
#> s_008um_00131_00230-1 128.98278 188.27959
#> s_008um_00133_00224-1 157.56591 200.13944
#> s_008um_00128_00227-1 s_008um_00121_00237-1
#> s_008um_00110_00228-1 144.20723 113.69304
#> s_008um_00122_00239-1 107.32377 17.88755
#> s_008um_00125_00234-1 60.92212 39.99627
#> s_008um_00124_00223-1 45.25177 114.53589
#> s_008um_00131_00230-1 33.93882 97.64323
#> s_008um_00133_00224-1 46.64313 141.52254
#> s_008um_00107_00220-1 s_008um_00120_00238-1
#> s_008um_00110_00228-1 68.34848 113.12937
#> s_008um_00122_00239-1 193.64740 17.88702
#> s_008um_00125_00234-1 182.41453 51.22028
#> s_008um_00124_00223-1 138.08801 124.18591
#> s_008um_00131_00230-1 207.98172 108.80157
#> s_008um_00133_00224-1 210.42658 152.82689
#> s_008um_00125_00228-1 s_008um_00125_00225-1
#> s_008um_00110_00228-1 119.98776 122.36379
#> s_008um_00122_00239-1 91.20849 114.53587
#> s_008um_00125_00234-1 47.99748 71.99623
#> s_008um_00124_00223-1 40.79010 17.88757
#> s_008um_00131_00230-1 50.59182 62.47747
#> s_008um_00133_00224-1 71.54710 64.49142
#> s_008um_00127_00222-1 s_008um_00125_00220-1
#> s_008um_00110_00228-1 144.20733 135.98661
#> s_008um_00122_00239-1 141.75167 153.87440
#> s_008um_00125_00234-1 97.31871 111.99417
#> s_008um_00124_00223-1 25.29564 25.29665
#> s_008um_00131_00230-1 71.55027 93.28991
#> s_008um_00133_00224-1 50.59184 71.54815
#> s_008um_00114_00233-1 s_008um_00108_00227-1
#> s_008um_00110_00228-1 51.22178 17.88703
#> s_008um_00122_00239-1 79.99395 147.50208
#> s_008um_00125_00234-1 88.35404 147.06521
#> s_008um_00124_00223-1 113.12732 131.92575
#> s_008um_00131_00230-1 138.08710 185.54029
#> s_008um_00133_00224-1 168.17358 201.41405
#> s_008um_00137_00247-1 s_008um_00137_00223-1
#> s_008um_00110_00228-1 264.1008 219.64979
#> s_008um_00122_00239-1 135.9886 175.43887
#> s_008um_00125_00234-1 141.5250 130.21911
#> s_008um_00124_00223-1 218.3452 103.98946
#> s_008um_00131_00230-1 144.2144 73.75033
#> s_008um_00133_00224-1 186.7523 32.98146
#> s_008um_00117_00239-1 s_008um_00120_00219-1
#> s_008um_00110_00228-1 104.30113 107.61944
#> s_008um_00122_00239-1 39.99590 160.78981
#> s_008um_00125_00234-1 75.46454 126.48459
#> s_008um_00124_00223-1 139.70460 45.25178
#> s_008um_00131_00230-1 133.13375 124.44238
#> s_008um_00133_00224-1 175.43827 111.41720
#> s_008um_00118_00220-1 s_008um_00121_00224-1
#> s_008um_00110_00228-1 90.50186 93.62804
#> s_008um_00122_00239-1 155.32402 120.26017
#> s_008um_00125_00234-1 125.21295 86.15809
#> s_008um_00124_00223-1 53.66111 25.29564
#> s_008um_00131_00230-1 131.20000 93.28772
#> s_008um_00133_00224-1 124.18177 95.99025
#> s_008um_00109_00223-1 s_008um_00137_00243-1
#> s_008um_00110_00228-1 40.7901 247.0747
#> s_008um_00122_00239-1 164.9138 124.1817
#> s_008um_00125_00234-1 155.3199 119.9909
#> s_008um_00124_00223-1 119.9878 190.8185
#> s_008um_00131_00230-1 184.6774 114.5363
#> s_008um_00133_00224-1 192.1472 155.3240
#> s_008um_00123_00227-1 s_008um_00118_00236-1
#> s_008um_00110_00228-1 104.29648 90.50350
#> s_008um_00122_00239-1 96.32750 39.99697
#> s_008um_00125_00234-1 58.23789 58.23486
#> s_008um_00124_00223-1 32.98289 114.53477
#> s_008um_00131_00230-1 68.34590 114.53108
#> s_008um_00133_00224-1 83.51390 153.66093
#> s_008um_00135_00235-1 s_008um_00118_00240-1
#> s_008um_00110_00228-1 207.67263 115.37078
#> s_008um_00122_00239-1 108.80056 32.98142
#> s_008um_00125_00234-1 80.39099 73.74967
#> s_008um_00124_00223-1 130.22199 144.21284
#> s_008um_00131_00230-1 51.22177 131.19760
#> s_008um_00133_00224-1 89.43819 175.43883
#> s_008um_00124_00225-1 s_008um_00125_00236-1
#> s_008um_00110_00228-1 114.53071 135.98865
#> s_008um_00122_00239-1 113.13073 33.93818
#> s_008um_00125_00234-1 72.43939 15.99915
#> s_008um_00124_00223-1 15.99917 104.30190
#> s_008um_00131_00230-1 68.81335 67.87639
#> s_008um_00133_00224-1 72.43563 115.36889
#> s_008um_00126_00247-1 s_008um_00128_00230-1
#> s_008um_00110_00228-1 198.70308 144.87177
#> s_008um_00122_00239-1 71.55017 86.52662
#> s_008um_00125_00234-1 104.30179 39.99684
#> s_008um_00124_00223-1 192.65556 64.49442
#> s_008um_00131_00230-1 141.75158 23.99756
#> s_008um_00133_00224-1 192.32112 62.47693
#> s_008um_00130_00238-1 s_008um_00120_00247-1
#> s_008um_00110_00228-1 178.87026 171.75764
#> s_008um_00122_00239-1 64.49137 65.96567
#> s_008um_00125_00234-1 51.22120 111.41976
#> s_008um_00124_00223-1 129.23711 194.63727
#> s_008um_00131_00230-1 64.49447 161.97534
#> s_008um_00133_00224-1 114.53590 211.34217
#> s_008um_00127_00232-1 s_008um_00135_00242-1
#> s_008um_00110_00228-1 139.70068 229.2059
#> s_008um_00122_00239-1 68.81322 106.7231
#> s_008um_00125_00234-1 22.62546 102.4424
#> s_008um_00124_00223-1 75.89075 175.6260
#> s_008um_00131_00230-1 35.77354 101.1876
#> s_008um_00133_00224-1 79.99372 144.8788
#> s_008um_00125_00227-1 s_008um_00113_00227-1
#> s_008um_00110_00228-1 120.25399 25.29562
#> s_008um_00122_00239-1 98.94861 119.99261
#> s_008um_00125_00234-1 55.99707 111.13050
#> s_008um_00124_00223-1 32.98318 93.62805
#> s_008um_00131_00230-1 53.66109 145.97206
#> s_008um_00133_00224-1 68.34511 161.77328
#> s_008um_00131_00245-1 s_008um_00112_00233-1
#> s_008um_00110_00228-1 216.13216 43.07904
#> s_008um_00122_00239-1 86.52641 93.28767
#> s_008um_00125_00234-1 100.23402 104.29675
#> s_008um_00124_00223-1 184.68474 124.95266
#> s_008um_00131_00230-1 119.99364 153.86712
#> s_008um_00133_00224-1 168.75093 182.76013
#> s_008um_00129_00232-1 s_008um_00127_00240-1
#> s_008um_00110_00228-1 155.31696 166.45639
#> s_008um_00122_00239-1 79.18910 40.78820
#> s_008um_00125_00234-1 35.77353 50.59379
#> s_008um_00124_00223-1 82.36042 138.09439
#> s_008um_00131_00230-1 22.62547 86.15697
#> s_008um_00133_00224-1 71.54923 136.69525
#> s_008um_00134_00248-1 s_008um_00134_00239-1
#> s_008um_00110_00228-1 249.9097 211.18778
#> s_008um_00122_00239-1 119.9909 95.99019
#> s_008um_00125_00234-1 133.1386 82.35823
#> s_008um_00124_00223-1 215.3951 150.93492
#> s_008um_00131_00230-1 145.9788 75.89070
#> s_008um_00133_00224-1 192.1566 120.26019
#> s_008um_00120_00229-1 s_008um_00110_00225-1
#> s_008um_00110_00228-1 80.39099 23.99875
#> s_008um_00122_00239-1 81.58014 147.50321
#> s_008um_00125_00234-1 56.56469 139.93155
#> s_008um_00124_00223-1 57.68445 113.12538
#> s_008um_00131_00230-1 88.35407 172.67985
#> s_008um_00133_00224-1 111.41582 184.15497
#> s_008um_00124_00237-1 s_008um_00114_00225-1
#> s_008um_00110_00228-1 133.13598 39.99627
#> s_008um_00122_00239-1 22.62545 128.98879
#> s_008um_00125_00234-1 25.29662 113.69306
#> s_008um_00124_00223-1 111.99413 81.57588
#> s_008um_00131_00230-1 79.18912 141.74719
#> s_008um_00133_00224-1 126.48139 152.19478
#> s_008um_00118_00237-1 s_008um_00108_00241-1
#> s_008um_00110_00228-1 96.32647 105.2176
#> s_008um_00122_00239-1 35.77404 113.1253
#> s_008um_00125_00234-1 60.92001 147.0632
#> s_008um_00124_00223-1 121.84423 192.6494
#> s_008um_00131_00230-1 118.10694 203.9403
#> s_008um_00133_00224-1 158.78123 241.8365
#> s_008um_00115_00230-1 s_008um_00128_00234-1
#> s_008um_00110_00228-1 43.07749 151.77543
#> s_008um_00122_00239-1 91.20834 62.47631
#> s_008um_00125_00234-1 86.15498 23.99755
#> s_008um_00124_00223-1 91.20564 93.63272
#> s_008um_00131_00230-1 127.98695 39.99684
#> s_008um_00133_00224-1 151.77381 89.43652
#> s_008um_00107_00227-1 s_008um_00127_00229-1
#> s_008um_00110_00228-1 25.2959 136.22137
#> s_008um_00122_00239-1 153.6636 89.43646
#> s_008um_00125_00234-1 154.4919 43.07849
#> s_008um_00124_00223-1 139.6995 53.66270
#> s_008um_00131_00230-1 193.4750 32.98173
#> s_008um_00133_00224-1 209.3584 62.47637
#> s_008um_00125_00223-1 s_008um_00118_00232-1
#> s_008um_00110_00228-1 126.478147 71.54811
#> s_008um_00122_00239-1 130.223080 64.49438
#> s_008um_00125_00234-1 87.995405 58.23543
#> s_008um_00124_00223-1 7.999188 86.52666
#> s_008um_00131_00230-1 73.751630 105.21268
#> s_008um_00133_00224-1 64.491712 135.98663
#> s_008um_00119_00223-1 s_008um_00119_00244-1
#> s_008um_00110_00228-1 82.35696 146.85212
#> s_008um_00122_00239-1 130.22394 46.64413
#> s_008um_00125_00234-1 100.23411 93.28829
#> s_008um_00124_00223-1 39.99593 172.68598
#> s_008um_00131_00230-1 111.13053 147.50048
#> s_008um_00133_00224-1 112.27412 195.28975
#> s_008um_00123_00239-1 s_008um_00117_00240-1
#> s_008um_00110_00228-1 136.225224 111.13319
#> s_008um_00122_00239-1 7.999181 40.78791
#> s_008um_00125_00234-1 43.078470 79.99252
#> s_008um_00124_00223-1 128.242855 147.06847
#> s_008um_00131_00230-1 96.324709 137.62424
#> s_008um_00133_00224-1 144.211088 181.00370
#> s_008um_00120_00225-1 s_008um_00120_00221-1
#> s_008um_00110_00228-1 83.51385 97.64324
#> s_008um_00122_00239-1 113.13131 144.87877
#> s_008um_00125_00234-1 82.36041 111.42127
#> s_008um_00124_00223-1 35.77355 35.77407
#> s_008um_00131_00230-1 96.65602 113.69309
#> s_008um_00133_00224-1 104.29653 106.72318
#> s_008um_00117_00228-1 s_008um_00106_00219-1
#> s_008um_00110_00228-1 55.99428 78.78667
#> s_008um_00122_00239-1 96.65912 204.88713
#> s_008um_00125_00234-1 79.99397 193.64520
#> s_008um_00124_00223-1 68.81216 147.49863
#> s_008um_00131_00230-1 113.12596 218.48502
#> s_008um_00133_00224-1 131.92579 219.65125
#> s_008um_00109_00219-1 s_008um_00121_00229-1
#> s_008um_00110_00228-1 72.43942 88.35405
#> s_008um_00122_00239-1 190.81858 80.39487
#> s_008um_00125_00234-1 175.44152 51.22177
#> s_008um_00124_00223-1 124.18175 53.66191
#> s_008um_00131_00230-1 196.75737 80.39100
#> s_008um_00133_00224-1 196.10361 103.98953
#> s_008um_00116_00223-1 s_008um_00136_00226-1
#> s_008um_00110_00228-1 62.47633 208.59301
#> s_008um_00122_00239-1 136.69688 152.82633
#> s_008um_00125_00234-1 113.69418 108.80163
#> s_008um_00124_00223-1 63.99349 98.94520
#> s_008um_00131_00230-1 132.41219 51.22034
#> s_008um_00133_00224-1 136.22142 28.84216
#> s_008um_00132_00229-1 s_008um_00114_00218-1
#> s_008um_00110_00228-1 176.16394 86.15701
#> s_008um_00122_00239-1 113.12730 179.76821
#> s_008um_00125_00234-1 68.81215 155.32267
#> s_008um_00124_00223-1 79.99400 89.43519
#> s_008um_00131_00230-1 11.31274 166.45649
#> s_008um_00133_00224-1 40.78982 159.38425
#> s_008um_00116_00236-1 s_008um_00128_00223-1
#> s_008um_00110_00228-1 79.99508 149.43694
#> s_008um_00122_00239-1 53.66107 136.69524
#> s_008um_00125_00234-1 73.74870 91.20854
#> s_008um_00124_00223-1 122.10563 31.99675
#> s_008um_00131_00230-1 129.23083 60.92295
#> s_008um_00133_00224-1 166.45357 40.78824
#> s_008um_00129_00231-1 s_008um_00117_00243-1
#> s_008um_00110_00228-1 153.86800 132.41632
#> s_008um_00122_00239-1 85.03409 51.22026
#> s_008um_00125_00234-1 39.99628 96.32465
#> s_008um_00124_00223-1 75.46748 169.50613
#> s_008um_00131_00230-1 17.88677 152.82625
#> s_008um_00133_00224-1 64.49342 198.69955
#> s_008um_00113_00230-1 s_008um_00110_00224-1
#> s_008um_00110_00228-1 28.84215 31.99833
#> s_008um_00122_00239-1 101.81643 153.66532
#> s_008um_00125_00234-1 101.18361 144.21078
#> s_008um_00124_00223-1 104.29723 112.27380
#> s_008um_00131_00230-1 143.98532 174.70635
#> s_008um_00133_00224-1 167.02775 183.98129
#> s_008um_00125_00219-1 s_008um_00116_00228-1
#> s_008um_00110_00228-1 139.92931 47.99510
#> s_008um_00122_00239-1 161.78092 100.23407
#> s_008um_00125_00234-1 119.99376 86.52646
#> s_008um_00124_00223-1 32.98291 75.46460
#> s_008um_00131_00230-1 100.23414 121.05003
#> s_008um_00133_00224-1 75.46587 139.69958
#> s_008um_00112_00230-1 s_008um_00114_00230-1
#> s_008um_00110_00228-1 22.62588 35.77406
#> s_008um_00122_00239-1 107.62136 96.32645
#> s_008um_00125_00234-1 108.80168 93.62914
#> s_008um_00124_00223-1 111.12873 97.64325
#> s_008um_00131_00230-1 151.98450 135.98614
#> s_008um_00133_00224-1 174.70466 159.38253
#> s_008um_00123_00244-1 s_008um_00106_00226-1
#> s_008um_00110_00228-1 164.91375 35.77406
#> s_008um_00122_00239-1 40.79004 164.91212
#> s_008um_00125_00234-1 81.57953 164.90971
#> s_008um_00124_00223-1 168.18134 145.97118
#> s_008um_00131_00230-1 128.98671 202.52401
#> s_008um_00133_00224-1 178.87295 216.56950
#> s_008um_00116_00233-1 s_008um_00109_00241-1
#> s_008um_00110_00228-1 62.47746 104.3015
#> s_008um_00122_00239-1 67.87761 105.2126
#> s_008um_00125_00234-1 72.43587 139.6998
#> s_008um_00124_00223-1 102.44173 187.4306
#> s_008um_00131_00230-1 122.36379 196.7543
#> s_008um_00133_00224-1 153.86792 235.2649
#> s_008um_00106_00228-1 s_008um_00136_00231-1
#> s_008um_00110_00228-1 31.99673 209.35928
#> s_008um_00122_00239-1 155.31984 128.98353
#> s_008um_00125_00234-1 159.38415 91.20464
#> s_008um_00124_00223-1 149.43691 115.36864
#> s_008um_00131_00230-1 200.61887 40.78823
#> s_008um_00133_00224-1 218.33492 60.92294
#> s_008um_00129_00229-1 s_008um_00122_00231-1
#> s_008um_00110_00228-1 152.19503 98.94515
#> s_008um_00122_00239-1 97.64487 63.99662
#> s_008um_00125_00234-1 51.22086 33.93881
#> s_008um_00124_00223-1 62.47804 65.96578
#> s_008um_00131_00230-1 17.88703 72.43560
#> s_008um_00133_00224-1 51.22090 104.29727
#> s_008um_00131_00229-1 s_008um_00116_00222-1
#> s_008um_00110_00228-1 168.173392 67.87639
#> s_008um_00122_00239-1 107.619969 144.21453
#> s_008um_00125_00234-1 62.476342 119.99265
#> s_008um_00124_00223-1 73.751072 64.49170
#> s_008um_00131_00230-1 7.999582 135.98869
#> s_008um_00133_00224-1 43.078522 136.92442
#> s_008um_00130_00246-1 s_008um_00125_00233-1
#> s_008um_00110_00228-1 215.24269 126.479524
#> s_008um_00122_00239-1 85.03504 53.661866
#> s_008um_00125_00234-1 103.99438 7.999579
#> s_008um_00124_00223-1 190.14805 80.394916
#> s_008um_00131_00230-1 128.24279 53.660307
#> s_008um_00133_00224-1 177.61887 96.324765
#> s_008um_00113_00235-1 s_008um_00106_00224-1
#> s_008um_00110_00228-1 60.92292 45.25177
#> s_008um_00122_00239-1 78.78398 175.44147
#> s_008um_00125_00234-1 96.32279 171.75292
#> s_008um_00124_00223-1 130.21959 144.20723
#> s_008um_00131_00230-1 149.43690 205.65982
#> s_008um_00133_00224-1 182.58548 215.97802
#> s_008um_00136_00228-1 s_008um_00124_00233-1
#> s_008um_00110_00228-1 207.97882 118.91777
#> s_008um_00122_00239-1 142.42286 50.59323
#> s_008um_00125_00234-1 100.22989 11.31294
#> s_008um_00124_00223-1 103.99087 79.99583
#> s_008um_00131_00230-1 43.07697 60.92005
#> s_008um_00133_00224-1 39.99755 101.81463
#> s_008um_00130_00230-1 s_008um_00134_00242-1
#> s_008um_00110_00228-1 160.781988 222.26096
#> s_008um_00122_00239-1 96.324705 98.94513
#> s_008um_00125_00234-1 51.220309 96.32588
#> s_008um_00124_00223-1 73.751630 171.75770
#> s_008um_00131_00230-1 7.999187 98.94944
#> s_008um_00133_00224-1 53.661926 144.21460
#> s_008um_00126_00226-1 s_008um_00107_00229-1
#> s_008um_00110_00228-1 128.98278 25.29562
#> s_008um_00122_00239-1 108.80501 144.21073
#> s_008um_00125_00234-1 64.49449 149.43831
#> s_008um_00124_00223-1 28.84272 144.20730
#> s_008um_00131_00230-1 51.22123 192.14715
#> s_008um_00133_00224-1 58.23491 211.78932
#> s_008um_00131_00228-1 s_008um_00116_00232-1
#> s_008um_00110_00228-1 167.98288 57.68431
#> s_008um_00122_00239-1 113.69211 73.75159
#> s_008um_00125_00234-1 67.87640 73.74928
#> s_008um_00124_00223-1 68.81336 96.32473
#> s_008um_00131_00230-1 15.99917 121.04944
#> s_008um_00133_00224-1 35.77462 150.29135
#> s_008um_00123_00230-1 s_008um_00136_00229-1
#> s_008um_00110_00228-1 105.21325 208.13275
#> s_008um_00122_00239-1 72.43906 137.62429
#> s_008um_00125_00234-1 35.77512 96.65469
#> s_008um_00124_00223-1 56.56540 107.32220
#> s_008um_00131_00230-1 63.99349 40.78795
#> s_008um_00133_00224-1 93.28623 46.64495
#> s_008um_00131_00231-1 s_008um_00106_00221-1
#> s_008um_00110_00228-1 169.688929 64.49443
#> s_008um_00122_00239-1 96.324147 192.65296
#> s_008um_00125_00234-1 53.660304 184.15956
#> s_008um_00124_00223-1 85.035674 144.87180
#> s_008um_00131_00230-1 7.999582 212.54610
#> s_008um_00133_00224-1 58.237357 217.30772
#> s_008um_00126_00222-1 s_008um_00132_00248-1
#> s_008um_00110_00228-1 136.69015 237.8402
#> s_008um_00122_00239-1 139.70574 107.6213
#> s_008um_00125_00234-1 96.32755 125.2128
#> s_008um_00124_00223-1 17.88678 209.9795
#> s_008um_00131_00230-1 75.46749 144.2145
#> s_008um_00133_00224-1 58.23547 192.1563
#> s_008um_00136_00238-1 s_008um_00118_00229-1
#> s_008um_00110_00228-1 222.83426 64.49167
#> s_008um_00122_00239-1 112.27377 86.15805
#> s_008um_00125_00234-1 93.62913 68.81333
#> s_008um_00124_00223-1 153.66533 67.87641
#> s_008um_00131_00230-1 75.46744 104.29679
#> s_008um_00133_00224-1 114.53675 126.47818
#> s_008um_00130_00221-1 s_008um_00125_00226-1
#> s_008um_00110_00228-1 169.49966 121.04944
#> s_008um_00122_00239-1 157.57113 106.72700
#> s_008um_00125_00234-1 111.41992 63.99665
#> s_008um_00124_00223-1 50.59129 25.29692
#> s_008um_00131_00230-1 72.43942 57.68432
#> s_008um_00133_00224-1 33.93883 65.96291
#> s_008um_00128_00233-1 s_008um_00131_00233-1
#> s_008um_00110_00228-1 149.43832 172.67982
#> s_008um_00122_00239-1 67.87637 86.52498
#> s_008um_00125_00234-1 25.29563 48.65706
#> s_008um_00124_00223-1 86.15809 97.64659
#> s_008um_00131_00230-1 33.93820 23.99874
#> s_008um_00133_00224-1 82.35916 73.75206
#> s_008um_00115_00227-1 s_008um_00121_00223-1
#> s_008um_00110_00228-1 40.78792 96.65466
#> s_008um_00122_00239-1 111.13319 128.24314
#> s_008um_00125_00234-1 97.64492 93.63272
#> s_008um_00124_00223-1 78.78295 23.99756
#> s_008um_00131_00230-1 130.21795 97.64494
#> s_008um_00133_00224-1 145.97122 96.32316
#> s_008um_00132_00246-1 s_008um_00121_00239-1
#> s_008um_00110_00228-1 227.38602 124.442306
#> s_008um_00122_00239-1 97.64486 7.999181
#> s_008um_00125_00234-1 111.13313 51.220834
#> s_008um_00124_00223-1 194.80252 130.223077
#> s_008um_00131_00230-1 128.24308 107.619406
#> s_008um_00133_00224-1 176.17228 153.662594
#> s_008um_00112_00228-1 s_008um_00130_00218-1
#> s_008um_00110_00228-1 15.99836 178.86772
#> s_008um_00122_00239-1 118.92071 179.76604
#> s_008um_00125_00234-1 114.53268 134.09619
#> s_008um_00124_00223-1 103.98949 62.47639
#> s_008um_00131_00230-1 152.82458 96.32789
#> s_008um_00133_00224-1 171.00279 53.66272
#> s_008um_00126_00244-1 s_008um_00137_00246-1
#> s_008um_00110_00228-1 181.00696 259.5793
#> s_008um_00122_00239-1 51.22174 132.4121
#> s_008um_00125_00234-1 80.39484 135.7552
#> s_008um_00124_00223-1 168.75151 211.3455
#> s_008um_00131_00230-1 118.92091 136.6968
#> s_008um_00133_00224-1 169.50617 178.8763
#> s_008um_00115_00236-1 s_008um_00119_00220-1
#> s_008um_00110_00228-1 75.46746 96.32417
#> s_008um_00122_00239-1 60.92082 153.87526
#> s_008um_00125_00234-1 81.57583 121.84589
#> s_008um_00124_00223-1 126.48135 46.64387
#> s_008um_00131_00230-1 136.69011 124.95496
#> s_008um_00133_00224-1 173.05000 116.47094
#> s_008um_00128_00224-1 s_008um_00116_00227-1
#> s_008um_00110_00228-1 147.49746 48.65705
#> s_008um_00122_00239-1 129.23547 107.32534
#> s_008um_00125_00234-1 83.51733 91.20725
#> s_008um_00124_00223-1 32.98173 71.54708
#> s_008um_00131_00230-1 53.66269 122.36467
#> s_008um_00133_00224-1 39.99594 138.08715
#> s_008um_00126_00232-1 s_008um_00135_00232-1
#> s_008um_00110_00228-1 131.92687 202.52401
#> s_008um_00122_00239-1 64.49336 118.10695
#> s_008um_00125_00234-1 17.88730 81.57587
#> s_008um_00124_00223-1 73.75262 113.69307
#> s_008um_00131_00230-1 43.07696 35.77406
#> s_008um_00133_00224-1 85.03415 65.96634
#> s_008um_00126_00243-1 s_008um_00124_00246-1
#> s_008um_00110_00228-1 175.44143 182.41664
#> s_008um_00122_00239-1 45.25173 58.23783
#> s_008um_00125_00234-1 72.43933 96.32744
#> s_008um_00124_00223-1 160.78976 183.99029
#> s_008um_00131_00230-1 111.41983 139.70454
#> s_008um_00133_00224-1 161.97723 190.14524
#> s_008um_00125_00237-1 s_008um_00128_00220-1
#> s_008um_00110_00228-1 139.93153 157.56591
#> s_008um_00122_00239-1 28.84165 159.38898
#> s_008um_00125_00234-1 23.99873 114.53593
#> s_008um_00124_00223-1 112.27959 39.99631
#> s_008um_00131_00230-1 73.75027 83.51819
#> s_008um_00133_00224-1 122.10567 51.22125
#> s_008um_00109_00227-1 s_008um_00110_00230-1
#> s_008um_00110_00228-1 11.31294 15.99916
#> s_008um_00122_00239-1 141.52452 119.99093
#> s_008um_00125_00234-1 139.70179 124.18169
#> s_008um_00124_00223-1 124.18058 125.20736
#> s_008um_00131_00230-1 177.61132 167.98287
#> s_008um_00133_00224-1 193.47421 190.13822
#> s_008um_00111_00225-1 s_008um_00118_00246-1
#> s_008um_00110_00228-1 25.29663 157.57316
#> s_008um_00122_00239-1 142.42705 64.49331
#> s_008um_00125_00234-1 133.13601 111.13134
#> s_008um_00124_00223-1 105.21269 190.14632
#> s_008um_00131_00230-1 164.90862 164.91076
#> s_008um_00133_00224-1 176.16368 213.00004
#> s_008um_00124_00243-1 s_008um_00113_00226-1
#> s_008um_00110_00228-1 164.13534 28.84166
#> s_008um_00122_00239-1 35.77509 126.48351
#> s_008um_00125_00234-1 72.43904 115.36861
#> s_008um_00124_00223-1 159.99158 91.20464
#> s_008um_00131_00230-1 118.11013 147.49860
#> s_008um_00133_00224-1 168.17882 160.78145
#> s_008um_00125_00238-1 s_008um_00133_00236-1
#> s_008um_00110_00228-1 144.21074 194.79500
#> s_008um_00122_00239-1 25.29562 91.20461
#> s_008um_00125_00234-1 31.99831 65.96344
#> s_008um_00124_00223-1 120.26019 126.48354
#> s_008um_00131_00230-1 79.99367 50.59381
#> s_008um_00133_00224-1 128.98679 95.99499
#> s_008um_00120_00227-1 s_008um_00114_00228-1
#> s_008um_00110_00228-1 80.39069 31.99673
#> s_008um_00122_00239-1 97.31923 108.80512
#> s_008um_00125_00234-1 68.81444 100.23140
#> s_008um_00124_00223-1 45.25094 89.43384
#> s_008um_00131_00230-1 91.20549 136.92437
#> s_008um_00133_00224-1 106.72231 155.31586
#> s_008um_00124_00229-1 s_008um_00127_00228-1
#> s_008um_00110_00228-1 112.27407 135.98613
#> s_008um_00122_00239-1 81.57956 96.65779
#> s_008um_00125_00234-1 40.79008 50.59326
#> s_008um_00124_00223-1 47.99750 46.64495
#> s_008um_00131_00230-1 56.56299 35.77406
#> s_008um_00133_00224-1 82.35701 57.68337
#> s_008um_00124_00226-1 s_008um_00121_00230-1
#> s_008um_00110_00228-1 113.12537 89.43402
#> s_008um_00122_00239-1 105.21762 72.43936
#> s_008um_00125_00234-1 64.49478 45.25175
#> s_008um_00124_00223-1 23.99876 60.92214
#> s_008um_00131_00230-1 64.49279 79.99185
#> s_008um_00133_00224-1 73.74876 107.32064
#> s_008um_00126_00246-1 s_008um_00121_00232-1
#> s_008um_00110_00228-1 192.65287 93.62914
#> s_008um_00122_00239-1 64.49434 56.56564
#> s_008um_00125_00234-1 96.32774 35.77405
#> s_008um_00124_00223-1 184.68482 75.88991
#> s_008um_00131_00230-1 134.09604 81.57587
#> s_008um_00133_00224-1 184.68280 115.36670
#> s_008um_00134_00228-1 s_008um_00135_00243-1
#> s_008um_00110_00228-1 191.98044 233.2192
#> s_008um_00122_00239-1 130.21904 108.8017
#> s_008um_00125_00234-1 86.52502 107.6213
#> s_008um_00124_00223-1 89.43517 182.5931
#> s_008um_00131_00230-1 28.84168 108.8061
#> s_008um_00133_00224-1 32.98318 152.8320
#> s_008um_00127_00227-1 s_008um_00119_00246-1
#> s_008um_00110_00228-1 136.22108 160.98796
#> s_008um_00122_00239-1 103.99309 60.92204
#> s_008um_00125_00234-1 58.23733 107.32369
#> s_008um_00124_00223-1 39.99756 188.28655
#> s_008um_00131_00230-1 39.99699 159.98726
#> s_008um_00133_00224-1 53.66033 208.59877
#> s_008um_00127_00224-1 s_008um_00113_00224-1
#> s_008um_00110_00228-1 139.69955 39.99683
#> s_008um_00122_00239-1 126.48315 139.93480
#> s_008um_00125_00234-1 81.57961 124.95493
#> s_008um_00124_00223-1 25.29592 88.35379
#> s_008um_00131_00230-1 57.68542 151.77546
#> s_008um_00133_00224-1 47.99513 159.98374
#> s_008um_00127_00247-1 s_008um_00111_00231-1
#> s_008um_00110_00228-1 203.94736 25.29691
#> s_008um_00122_00239-1 75.46739 108.80346
#> s_008um_00125_00234-1 105.21813 114.53155
#> s_008um_00124_00223-1 193.48425 122.10291
#> s_008um_00131_00230-1 139.70565 160.18341
#> s_008um_00133_00224-1 190.14635 184.67540
#> s_008um_00123_00241-1 s_008um_00131_00248-1
#> s_008um_00110_00228-1 147.06817 231.9838
#> s_008um_00122_00239-1 17.88755 101.8164
#> s_008um_00125_00234-1 58.23729 121.8458
#> s_008um_00124_00223-1 144.21430 207.6813
#> s_008um_00131_00230-1 108.80322 143.9924
#> s_008um_00133_00224-1 157.77312 192.6550
#> s_008um_00131_00234-1 s_008um_00120_00246-1
#> s_008um_00110_00228-1 174.70631 164.72072
#> s_008um_00122_00239-1 82.35695 58.23726
#> s_008um_00125_00234-1 47.99511 103.99301
#> s_008um_00124_00223-1 104.30116 186.75116
#> s_008um_00131_00230-1 31.99832 155.31988
#> s_008um_00133_00224-1 81.57962 204.41588
#> s_008um_00134_00243-1 s_008um_00106_00237-1
#> s_008um_00110_00228-1 226.3974 78.78549
#> s_008um_00122_00239-1 101.1836 128.98329
#> s_008um_00125_00234-1 101.8164 153.86705
#> s_008um_00124_00223-1 178.8756 182.41119
#> s_008um_00131_00230-1 106.7278 207.67059
#> s_008um_00133_00224-1 152.2025 239.70922
#> s_008um_00130_00223-1 s_008um_00115_00221-1
#> s_008um_00110_00228-1 164.90720 68.81325
#> s_008um_00122_00239-1 143.09839 154.49752
#> s_008um_00125_00234-1 96.65785 131.20165
#> s_008um_00124_00223-1 47.99513 73.74932
#> s_008um_00131_00230-1 56.56569 146.84844
#> s_008um_00133_00224-1 25.29592 145.97211
#> s_008um_00112_00227-1 s_008um_00135_00219-1
#> s_008um_00110_00228-1 17.88676 212.54366
#> s_008um_00122_00239-1 124.95601 190.81542
#> s_008um_00125_00234-1 118.10876 144.21116
#> s_008um_00124_00223-1 101.18252 93.62812
#> s_008um_00131_00230-1 153.86801 93.63168
#> s_008um_00133_00224-1 169.68810 43.07854
#> s_008um_00124_00240-1 s_008um_00129_00219-1
#> s_008um_00110_00228-1 147.50207 168.17360
#> s_008um_00122_00239-1 17.88702 169.50622
#> s_008um_00125_00234-1 48.65931 124.18597
#> s_008um_00124_00223-1 135.99286 51.22035
#> s_008um_00131_00230-1 97.64487 89.43823
#> s_008um_00133_00224-1 146.84989 51.22181
#> s_008um_00126_00245-1 s_008um_00137_00224-1
#> s_008um_00110_00228-1 186.74938 218.33495
#> s_008um_00122_00239-1 57.68536 169.69101
#> s_008um_00125_00234-1 88.35829 124.95273
#> s_008um_00124_00223-1 176.71668 104.29684
#> s_008um_00131_00230-1 126.48309 67.87644
#> s_008um_00133_00224-1 177.07638 31.99676
#> s_008um_00127_00225-1 s_008um_00130_00222-1
#> s_008um_00110_00228-1 138.08711 167.02774
#> s_008um_00122_00239-1 118.92095 150.29608
#> s_008um_00125_00234-1 73.75204 103.99315
#> s_008um_00124_00223-1 28.84216 48.65709
#> s_008um_00131_00230-1 51.22179 64.49481
#> s_008um_00133_00224-1 48.65709 28.84217
#> s_008um_00126_00239-1 s_008um_00114_00229-1
#> s_008um_00110_00228-1 155.31984 32.98172
#> s_008um_00122_00239-1 31.99673 102.44353
#> s_008um_00125_00234-1 40.79006 96.65599
#> s_008um_00124_00223-1 128.98955 93.28620
#> s_008um_00131_00230-1 82.35911 136.22138
#> s_008um_00133_00224-1 132.41453 157.15887
#> s_008um_00123_00219-1 s_008um_00122_00230-1
#> s_008um_00110_00228-1 126.47918 97.31469
#> s_008um_00122_00239-1 160.19133 71.99620
#> s_008um_00125_00234-1 121.05585 39.99754
#> s_008um_00124_00223-1 32.98319 58.23735
#> s_008um_00131_00230-1 108.80519 71.99267
#> s_008um_00133_00224-1 89.43519 100.22990
#> s_008um_00118_00247-1 s_008um_00121_00226-1
#> s_008um_00110_00228-1 164.9153 89.43344
#> s_008um_00122_00239-1 71.5491 104.30186
#> s_008um_00125_00234-1 118.1101 71.55024
#> s_008um_00124_00223-1 197.8972 33.93821
#> s_008um_00131_00230-1 171.1938 86.15500
#> s_008um_00133_00224-1 219.6558 97.31416
#> s_008um_00131_00219-1 s_008um_00107_00228-1
#> s_008um_00110_00228-1 182.76017 23.99755
#> s_008um_00122_00239-1 175.44188 148.79728
#> s_008um_00125_00234-1 129.23555 151.77542
#> s_008um_00124_00223-1 64.49182 141.74576
#> s_008um_00131_00230-1 87.99545 192.64622
#> s_008um_00133_00224-1 43.07907 210.42537
#> s_008um_00111_00229-1 s_008um_00128_00225-1
#> s_008um_00110_00228-1 11.31294 145.97119
#> s_008um_00122_00239-1 118.92015 121.84423
#> s_008um_00125_00234-1 118.91777 75.88991
#> s_008um_00124_00223-1 114.53109 35.77407
#> s_008um_00131_00230-1 160.18371 46.64495
#> s_008um_00133_00224-1 180.46958 40.78796
#> s_008um_00126_00240-1 s_008um_00127_00223-1
#> s_008um_00110_00228-1 159.98792 141.74578
#> s_008um_00122_00239-1 32.98171 134.09611
#> s_008um_00125_00234-1 48.65960 89.43762
#> s_008um_00124_00223-1 136.93095 23.99756
#> s_008um_00131_00230-1 89.43647 64.49442
#> s_008um_00133_00224-1 139.70463 48.65737
#> s_008um_00122_00218-1 s_008um_00125_00232-1
#> s_008um_00110_00228-1 124.95269 124.18170
#> s_008um_00122_00239-1 167.99122 60.92209
#> s_008um_00125_00234-1 130.22400 15.99916
#> s_008um_00124_00223-1 43.07907 72.43941
#> s_008um_00131_00230-1 119.99268 50.59127
#> s_008um_00133_00224-1 100.23146 90.50189
#> s_008um_00118_00225-1 s_008um_00119_00232-1
#> s_008um_00110_00228-1 68.34506 78.78401
#> s_008um_00122_00239-1 116.47576 60.92290
#> s_008um_00125_00234-1 91.20837 50.59181
#> s_008um_00124_00223-1 50.59127 82.35914
#> s_008um_00131_00230-1 111.41716 97.31412
#> s_008um_00133_00224-1 120.25404 128.98357
#> s_008um_00115_00229-1 s_008um_00132_00219-1
#> s_008um_00110_00228-1 40.78821 190.13863
#> s_008um_00122_00239-1 97.64655 178.87303
#> s_008um_00125_00234-1 89.43514 132.41459
#> s_008um_00124_00223-1 86.52501 71.54712
#> s_008um_00131_00230-1 128.23686 88.35814
#> s_008um_00133_00224-1 149.43696 40.79012
#> s_008um_00107_00225-1 s_008um_00120_00233-1
#> s_008um_00110_00228-1 33.93883 89.43514
#> s_008um_00122_00239-1 164.13481 50.59379
#> s_008um_00125_00234-1 160.98326 40.78821
#> s_008um_00124_00223-1 136.92379 86.15700
#> s_008um_00131_00230-1 196.10355 91.20463
#> s_008um_00133_00224-1 208.13248 126.47919
#> s_008um_00122_00224-1 s_008um_00132_00247-1
#> s_008um_00110_00228-1 101.18251 232.5343
#> s_008um_00122_00239-1 119.99369 102.4424
#> s_008um_00125_00234-1 83.51816 118.1119
#> s_008um_00124_00223-1 17.88677 202.3752
#> s_008um_00131_00230-1 86.52648 136.2280
#> s_008um_00133_00224-1 87.99107 184.1640
#> s_008um_00119_00248-1 s_008um_00119_00229-1
#> s_008um_00110_00228-1 175.44413 72.43588
#> s_008um_00122_00239-1 75.88979 83.51813
#> s_008um_00125_00234-1 121.84411 62.47746
#> s_008um_00124_00223-1 203.94887 62.47691
#> s_008um_00131_00230-1 173.05317 96.32313
#> s_008um_00133_00224-1 222.26280 118.91644
#> s_008um_00122_00232-1 s_008um_00133_00231-1
#> s_008um_00110_00228-1 101.18362 185.54029
#> s_008um_00122_00239-1 55.99704 108.80157
#> s_008um_00125_00234-1 28.84215 68.34508
#> s_008um_00124_00223-1 73.75205 96.32594
#> s_008um_00131_00230-1 73.74873 17.88703
#> s_008um_00133_00224-1 108.80163 55.99709
#> s_008um_00131_00237-1 s_008um_00119_00241-1
#> s_008um_00110_00228-1 182.76252 126.48350
#> s_008um_00122_00239-1 73.74870 28.84164
#> s_008um_00125_00234-1 53.66107 73.75023
#> s_008um_00124_00223-1 125.21292 149.44323
#> s_008um_00131_00230-1 55.99705 130.21901
#> s_008um_00133_00224-1 105.21767 176.16737
#> s_008um_00127_00221-1 s_008um_00118_00238-1
#> s_008um_00110_00228-1 147.06335 102.44354
#> s_008um_00122_00239-1 149.44327 32.98171
#> s_008um_00125_00234-1 105.21768 64.49174
#> s_008um_00124_00223-1 28.84169 129.23547
#> s_008um_00131_00230-1 78.78666 122.10289
#> s_008um_00133_00224-1 53.66111 164.13184
#> s_008um_00124_00227-1 s_008um_00130_00219-1
#> s_008um_00110_00228-1 112.27378 175.43612
#> s_008um_00122_00239-1 97.31865 172.31401
#> s_008um_00125_00234-1 56.56567 126.48322
#> s_008um_00124_00223-1 31.99834 57.68338
#> s_008um_00131_00230-1 60.92086 88.35842
#> s_008um_00133_00224-1 75.88692 46.64497
#> s_008um_00128_00218-1 s_008um_00132_00230-1
#> s_008um_00110_00228-1 164.71398 176.708128
#> s_008um_00122_00239-1 174.71202 107.619411
#> s_008um_00125_00234-1 130.22315 64.491774
#> s_008um_00124_00223-1 51.22091 85.035117
#> s_008um_00131_00230-1 98.94955 7.999187
#> s_008um_00133_00224-1 62.47806 48.659366
#> s_008um_00109_00230-1 s_008um_00109_00226-1
#> s_008um_00110_00228-1 17.88729 17.88756
#> s_008um_00122_00239-1 126.48130 147.06819
#> s_008um_00125_00234-1 131.92686 143.09623
#> s_008um_00124_00223-1 132.41030 122.36380
#> s_008um_00131_00230-1 175.98205 178.86807
#> s_008um_00133_00224-1 197.88864 192.64568
#> s_008um_00117_00230-1 s_008um_00113_00232-1
#> s_008um_00110_00228-1 58.23544 39.99754
#> s_008um_00122_00239-1 82.36038 91.20722
#> s_008um_00125_00234-1 71.54811 97.31468
#> s_008um_00124_00223-1 79.18914 113.69101
#> s_008um_00131_00230-1 111.98859 144.87118
#> s_008um_00133_00224-1 136.69017 172.30782
#> s_008um_00113_00222-1 s_008um_00130_00244-1
#> s_008um_00110_00228-1 53.66190 204.88481
#> s_008um_00122_00239-1 153.87450 75.46578
#> s_008um_00125_00234-1 135.75529 89.43774
#> s_008um_00124_00223-1 88.35408 174.71363
#> s_008um_00131_00230-1 157.56805 112.27923
#> s_008um_00133_00224-1 160.78204 161.78087
#> s_008um_00113_00233-1 s_008um_00137_00232-1
#> s_008um_00110_00228-1 46.64494 218.33607
#> s_008um_00122_00239-1 86.52643 132.41030
#> s_008um_00125_00234-1 96.32309 97.31414
#> s_008um_00124_00223-1 118.91800 126.48135
#> s_008um_00131_00230-1 145.97117 50.59182
#> s_008um_00133_00224-1 175.43609 71.55025
#> s_008um_00136_00240-1 s_008um_00137_00237-1
#> s_008um_00110_00228-1 229.06534 227.66314
#> s_008um_00122_00239-1 112.27405 121.04942
#> s_008um_00125_00234-1 100.23138 98.94515
#> s_008um_00124_00223-1 166.45917 152.82967
#> s_008um_00131_00230-1 89.43777 73.75159
#> s_008um_00133_00224-1 130.22394 108.80616
#> s_008um_00110_00229-1 s_008um_00108_00229-1
#> s_008um_00110_00228-1 7.99958 17.88676
#> s_008um_00122_00239-1 124.95489 137.62664
#> s_008um_00125_00234-1 126.47952 141.74715
#> s_008um_00124_00223-1 121.84007 136.69013
#> s_008um_00131_00230-1 168.17338 184.15521
#> s_008um_00133_00224-1 188.27817 203.93968
#> s_008um_00123_00222-1 s_008um_00122_00226-1
#> s_008um_00110_00228-1 114.53109 97.31411
#> s_008um_00122_00239-1 136.22778 103.99453
#> s_008um_00125_00234-1 97.31928 68.34844
#> s_008um_00124_00223-1 11.31294 28.84223
#> s_008um_00131_00230-1 90.50354 78.78402
#> s_008um_00133_00224-1 81.57648 89.43349
#> s_008um_00129_00240-1 s_008um_00120_00226-1
#> s_008um_00110_00228-1 179.76330 81.57585
#> s_008um_00122_00239-1 56.56296 105.21820
#> s_008um_00125_00234-1 57.68538 75.46747
#> s_008um_00124_00223-1 141.75306 39.99630
#> s_008um_00131_00230-1 81.57957 93.62916
#> s_008um_00133_00224-1 131.93152 105.21272
#> s_008um_00124_00224-1 s_008um_00118_00226-1
#> s_008um_00110_00228-1 116.469754 65.96286
#> s_008um_00122_00239-1 121.055212 108.80613
#> s_008um_00125_00234-1 80.394908 85.03566
#> s_008um_00124_00223-1 7.999586 53.66031
#> s_008um_00131_00230-1 73.751068 108.80171
#> s_008um_00133_00224-1 71.992695 121.04948
#> s_008um_00109_00225-1 s_008um_00116_00235-1
#> s_008um_00110_00228-1 25.29692 73.75161
#> s_008um_00122_00239-1 152.82965 57.68429
#> s_008um_00125_00234-1 146.84841 72.43557
#> s_008um_00124_00223-1 121.04945 115.36886
#> s_008um_00131_00230-1 180.47100 126.47813
#> s_008um_00133_00224-1 192.14692 161.97217
#> s_008um_00135_00244-1 s_008um_00123_00238-1
#> s_008um_00110_00228-1 237.4343 131.19994
#> s_008um_00122_00239-1 111.4171 11.31272
#> s_008um_00125_00234-1 113.1293 35.77458
#> s_008um_00124_00223-1 189.6417 120.25989
#> s_008um_00131_00230-1 116.4757 90.50184
#> s_008um_00133_00224-1 160.7898 137.62651
#> s_008um_00136_00220-1 s_008um_00111_00226-1
#> s_008um_00110_00228-1 217.60123 17.88729
#> s_008um_00122_00239-1 188.79200 136.22635
#> s_008um_00125_00234-1 142.42461 128.98556
#> s_008um_00124_00223-1 98.94438 106.72228
#> s_008um_00131_00230-1 89.43657 163.15289
#> s_008um_00133_00224-1 39.99689 176.70758
#> s_008um_00135_00245-1 s_008um_00113_00229-1
#> s_008um_00110_00228-1 241.8406 25.2959
#> s_008um_00122_00239-1 114.5326 107.6219
#> s_008um_00125_00234-1 118.9207 103.9908
#> s_008um_00124_00223-1 196.7631 100.2299
#> s_008um_00131_00230-1 124.1870 144.2075
#> s_008um_00133_00224-1 168.7515 164.9072
#> s_008um_00106_00227-1 s_008um_00126_00218-1
#> s_008um_00110_00228-1 32.98172 150.92921
#> s_008um_00122_00239-1 159.98792 171.01066
#> s_008um_00125_00234-1 161.97305 128.24292
#> s_008um_00124_00223-1 147.49744 43.07854
#> s_008um_00131_00230-1 201.41489 103.99452
#> s_008um_00133_00224-1 217.30681 73.75109
#> s_008um_00111_00228-1 s_008um_00133_00233-1
#> s_008um_00110_00228-1 7.999182 188.27957
#> s_008um_00122_00239-1 124.442306 100.22984
#> s_008um_00125_00234-1 121.841684 64.49139
#> s_008um_00124_00223-1 111.415778 107.62196
#> s_008um_00131_00230-1 160.781992 28.84270
#> s_008um_00133_00224-1 178.866943 71.99625
#> s_008um_00134_00244-1 s_008um_00130_00243-1
#> s_008um_00110_00228-1 230.7372 199.98488
#> s_008um_00122_00239-1 103.9908 71.54808
#> s_008um_00125_00234-1 107.6219 82.36035
#> s_008um_00124_00223-1 186.0651 167.03627
#> s_008um_00131_00230-1 114.5367 104.30155
#> s_008um_00133_00224-1 160.1916 153.87437
#> s_008um_00135_00239-1 s_008um_00122_00240-1
#> s_008um_00110_00228-1 218.48493 135.755239
#> s_008um_00122_00239-1 103.98937 7.999574
#> s_008um_00125_00234-1 89.43512 53.661862
#> s_008um_00124_00223-1 155.32261 136.930365
#> s_008um_00131_00230-1 78.78660 107.619961
#> s_008um_00133_00224-1 121.05581 155.319969
#> s_008um_00117_00236-1 s_008um_00122_00220-1
#> s_008um_00110_00228-1 85.03565 115.36667
#> s_008um_00122_00239-1 46.64383 151.99204
#> s_008um_00125_00234-1 65.96285 114.53678
#> s_008um_00124_00223-1 118.11017 28.84272
#> s_008um_00131_00230-1 121.84006 107.62198
#> s_008um_00133_00224-1 159.98515 93.62919
#> s_008um_00115_00228-1 s_008um_00135_00240-1
#> s_008um_00110_00228-1 39.99591 221.82778
#> s_008um_00122_00239-1 104.30113 104.29675
#> s_008um_00125_00234-1 93.28769 93.28767
#> s_008um_00124_00223-1 82.35698 161.97814
#> s_008um_00131_00230-1 128.98337 86.15804
#> s_008um_00133_00224-1 147.49749 128.98955
#> s_008um_00126_00235-1 s_008um_00117_00235-1
#> s_008um_00110_00228-1 139.70179 79.19057
#> s_008um_00122_00239-1 45.25090 51.22120
#> s_008um_00125_00234-1 11.31294 64.49137
#> s_008um_00124_00223-1 97.31927 111.13144
#> s_008um_00131_00230-1 56.56366 118.91639
#> s_008um_00133_00224-1 104.29945 155.31723
#> s_008um_00133_00229-1 s_008um_00130_00235-1
#> s_008um_00110_00228-1 184.15523 169.50155
#> s_008um_00122_00239-1 118.91800 71.54705
#> s_008um_00125_00234-1 75.46460 40.78822
#> s_008um_00124_00223-1 86.52648 107.32537
#> s_008um_00131_00230-1 17.88677 40.78980
#> s_008um_00133_00224-1 39.99792 91.20854
#> s_008um_00109_00224-1 s_008um_00128_00242-1
#> s_008um_00110_00228-1 32.98317 182.41445
#> s_008um_00122_00239-1 158.78520 53.66106
#> s_008um_00125_00234-1 150.93166 68.34840
#> s_008um_00124_00223-1 120.25401 155.32398
#> s_008um_00131_00230-1 182.41097 98.94860
#> s_008um_00133_00224-1 191.98047 149.44326
#> s_008um_00121_00219-1 s_008um_00128_00222-1
#> s_008um_00110_00228-1 113.69103 151.77379
#> s_008um_00122_00239-1 160.19162 144.21288
#> s_008um_00125_00234-1 124.18709 98.94866
#> s_008um_00124_00223-1 39.99757 32.98145
#> s_008um_00131_00230-1 118.92078 68.34847
#> s_008um_00133_00224-1 103.99089 43.07751
#> s_008um_00134_00238-1 s_008um_00126_00229-1
#> s_008um_00110_00228-1 207.98165 128.23685
#> s_008um_00122_00239-1 96.32280 86.15696
#> s_008um_00125_00234-1 78.78399 40.78979
#> s_008um_00124_00223-1 144.21351 50.59384
#> s_008um_00131_00230-1 68.34842 40.78823
#> s_008um_00133_00224-1 112.27959 68.81218
#> s_008um_00124_00230-1 s_008um_00118_00245-1
#> s_008um_00110_00228-1 113.12595 150.29811
#> s_008um_00122_00239-1 73.75200 57.68436
#> s_008um_00125_00234-1 32.98316 104.29933
#> s_008um_00124_00223-1 55.99709 182.41696
#> s_008um_00131_00230-1 55.99430 158.78225
#> s_008um_00133_00224-1 86.52504 206.43969
#> s_008um_00129_00233-1 s_008um_00113_00231-1
#> s_008um_00110_00228-1 157.16024 33.93882
#> s_008um_00122_00239-1 73.74969 96.32589
#> s_008um_00125_00234-1 32.98144 98.94515
#> s_008um_00124_00223-1 89.43782 108.80159
#> s_008um_00131_00230-1 28.84222 144.20722
#> s_008um_00133_00224-1 78.78559 169.49966
#> s_008um_00111_00230-1 s_008um_00119_00231-1
#> s_008um_00110_00228-1 17.88756 75.88771
#> s_008um_00122_00239-1 113.69302 68.34842
#> s_008um_00125_00234-1 116.47087 53.66108
#> s_008um_00124_00223-1 118.10695 75.46624
#> s_008um_00131_00230-1 159.98368 96.32283
#> s_008um_00133_00224-1 182.40927 125.20740
#> s_008um_00114_00221-1 s_008um_00135_00237-1
#> s_008um_00110_00228-1 64.49339 212.54604
#> s_008um_00122_00239-1 157.57325 105.21266
#> s_008um_00125_00234-1 136.22639 83.51469
#> s_008um_00124_00223-1 81.57646 142.42706
#> s_008um_00131_00230-1 153.87026 64.49439
#> s_008um_00133_00224-1 153.86806 105.21823
#> s_008um_00128_00246-1 s_008um_00131_00218-1
#> s_008um_00110_00228-1 203.63282 186.05673
#> s_008um_00122_00239-1 73.75155 182.76641
#> s_008um_00125_00234-1 98.94940 136.69531
#> s_008um_00124_00223-1 186.75233 68.81220
#> s_008um_00131_00230-1 130.22301 95.99504
#> s_008um_00133_00224-1 180.47757 50.59386
#> s_008um_00131_00246-1 s_008um_00130_00232-1
#> s_008um_00110_00228-1 221.25307 163.15287
#> s_008um_00122_00239-1 91.20719 85.03353
#> s_008um_00125_00234-1 107.32528 43.07695
#> s_008um_00124_00223-1 192.32307 86.52813
#> s_008um_00131_00230-1 127.99321 17.88730
#> s_008um_00133_00224-1 176.71610 68.34765
#> s_008um_00125_00229-1 s_008um_00134_00224-1
#> s_008um_00110_00228-1 120.25428 194.62828
#> s_008um_00122_00239-1 83.51728 153.66260
#> s_008um_00125_00234-1 39.99790 107.62003
#> s_008um_00124_00223-1 48.65965 80.39103
#> s_008um_00131_00230-1 48.65736 53.66193
#> s_008um_00133_00224-1 75.46462 7.99919
#> s_008um_00133_00226-1 s_008um_00125_00246-1
#> s_008um_00110_00228-1 184.67531 187.43397
#> s_008um_00122_00239-1 136.22391 60.92287
#> s_008um_00125_00234-1 90.50188 95.99488
#> s_008um_00124_00223-1 75.88775 184.16424
#> s_008um_00131_00230-1 35.77462 136.69516
#> s_008um_00133_00224-1 15.99917 187.26315
#> s_008um_00130_00237-1 s_008um_00130_00240-1
#> s_008um_00110_00228-1 175.43846 186.57536
#> s_008um_00122_00239-1 65.96285 64.49166
#> s_008um_00125_00234-1 46.64384 62.47799
#> s_008um_00124_00223-1 121.84586 144.21452
#> s_008um_00131_00230-1 56.56537 80.39458
#> s_008um_00133_00224-1 106.72704 130.22309
#> s_008um_00128_00236-1 s_008um_00118_00243-1
#> s_008um_00110_00228-1 157.56800 135.99236
#> s_008um_00122_00239-1 53.66028 45.25088
#> s_008um_00125_00234-1 28.84215 91.20667
#> s_008um_00124_00223-1 108.80616 167.03457
#> s_008um_00131_00230-1 53.66189 147.06545
#> s_008um_00133_00224-1 103.99314 193.64390
#> s_008um_00114_00232-1 s_008um_00111_00233-1
#> s_008um_00110_00228-1 45.25176 40.79008
#> s_008um_00122_00239-1 85.03507 100.23137
#> s_008um_00125_00234-1 89.43401 112.27405
#> s_008um_00124_00223-1 107.61943 131.19762
#> s_008um_00131_00230-1 136.92378 161.77321
#> s_008um_00133_00224-1 164.90759 190.13859
#> s_008um_00121_00221-1 s_008um_00108_00228-1
#> s_008um_00110_00228-1 104.29723 15.99836
#> s_008um_00122_00239-1 144.21462 142.42536
#> s_008um_00125_00234-1 108.80618 144.20895
#> s_008um_00124_00223-1 28.84217 134.09065
#> s_008um_00131_00230-1 107.62142 184.67587
#> s_008um_00133_00224-1 98.94521 202.52287
#> s_008um_00126_00233-1 s_008um_00125_00245-1
#> s_008um_00110_00228-1 134.09205 181.36068
#> s_008um_00122_00239-1 57.68440 53.66263
#> s_008um_00125_00234-1 11.31273 87.99531
#> s_008um_00124_00223-1 81.58019 176.17256
#> s_008um_00131_00230-1 46.64310 129.23542
#> s_008um_00133_00224-1 91.20678 179.76596
#> s_008um_00117_00223-1 s_008um_00110_00222-1
#> s_008um_00110_00228-1 68.81213 47.9975
#> s_008um_00122_00239-1 134.09751 166.4592
#> s_008um_00125_00234-1 108.80516 153.6637
#> s_008um_00124_00223-1 55.99431 112.2741
#> s_008um_00131_00230-1 125.20923 179.7616
#> s_008um_00133_00224-1 128.23690 184.6759
#> s_008um_00129_00235-1 s_008um_00134_00237-1
#> s_008um_00110_00228-1 161.97305 205.03765
#> s_008um_00122_00239-1 64.49174 97.31410
#> s_008um_00125_00234-1 32.98172 75.88771
#> s_008um_00124_00223-1 103.99448 137.62888
#> s_008um_00131_00230-1 43.07849 60.92291
#> s_008um_00133_00224-1 93.63163 104.30190
#> s_008um_00107_00237-1 s_008um_00117_00232-1
#> s_008um_00110_00228-1 75.88984 64.49278
#> s_008um_00122_00239-1 121.04996 68.81442
#> s_008um_00125_00234-1 145.97110 65.96343
#> s_008um_00124_00223-1 176.16565 91.20675
#> s_008um_00131_00230-1 199.97934 113.12537
#> s_008um_00133_00224-1 232.52793 143.09416
#> s_008um_00129_00242-1 s_008um_00129_00230-1
#> s_008um_00110_00228-1 188.79243 152.82458
#> s_008um_00122_00239-1 60.92082 91.20672
#> s_008um_00125_00234-1 71.55020 45.25093
#> s_008um_00124_00223-1 157.16700 68.81446
#> s_008um_00131_00230-1 97.31864 15.99837
#> s_008um_00133_00224-1 147.50406 57.68447
#> s_008um_00136_00233-1 s_008um_00126_00234-1
#> s_008um_00110_00228-1 211.79074 136.691771
#> s_008um_00122_00239-1 121.84007 51.220837
#> s_008um_00125_00234-1 88.35378 7.999184
#> s_008um_00124_00223-1 124.95494 89.438194
#> s_008um_00131_00230-1 46.64385 51.220311
#> s_008um_00133_00224-1 75.89074 97.644933
#> s_008um_00135_00234-1 s_008um_00129_00222-1
#> s_008um_00110_00228-1 205.65980 159.38252
#> s_008um_00122_00239-1 111.41576 147.06851
#> s_008um_00125_00234-1 79.99185 101.18656
#> s_008um_00124_00223-1 124.44234 40.78795
#> s_008um_00131_00230-1 45.25175 65.96635
#> s_008um_00133_00224-1 81.58018 35.77407
#> s_008um_00129_00227-1 s_008um_00132_00231-1
#> s_008um_00110_00228-1 152.19474 177.61132
#> s_008um_00122_00239-1 111.13143 102.44059
#> s_008um_00125_00234-1 64.49339 60.92005
#> s_008um_00124_00223-1 51.22124 90.50353
#> s_008um_00131_00230-1 28.84271 11.31294
#> s_008um_00133_00224-1 39.99631 56.56540
#> s_008um_00114_00226-1 s_008um_00122_00222-1
#> s_008um_00110_00228-1 35.77352 107.32060
#> s_008um_00122_00239-1 122.10762 135.99287
#> s_008um_00125_00234-1 108.80349 98.94951
#> s_008um_00124_00223-1 83.51387 17.88704
#> s_008um_00131_00230-1 139.70070 96.32595
#> s_008um_00133_00224-1 152.82404 89.43407
#> s_008um_00127_00233-1 s_008um_00136_00227-1
#> s_008um_00110_00228-1 141.74716 208.13247
#> s_008um_00122_00239-1 62.47687 147.49944
#> s_008um_00125_00234-1 17.88677 104.29726
#> s_008um_00124_00223-1 83.51817 101.18366
#> s_008um_00131_00230-1 39.99629 46.64312
#> s_008um_00133_00224-1 86.52668 33.93883
#> s_008um_00132_00225-1 s_008um_00136_00245-1
#> s_008um_00110_00228-1 177.61047 248.4960
#> s_008um_00122_00239-1 137.62650 121.8416
#> s_008um_00125_00234-1 91.20677 124.4423
#> s_008um_00124_00223-1 65.96347 200.4681
#> s_008um_00131_00230-1 40.78982 126.4845
#> s_008um_00133_00224-1 11.31274 169.6970
#> s_008um_00115_00233-1 s_008um_00122_00229-1
#> s_008um_00110_00228-1 56.56470 96.32311
#> s_008um_00122_00239-1 73.75103 79.99578
#> s_008um_00125_00234-1 80.39098 46.64493
#> s_008um_00124_00223-1 107.61999 50.59328
#> s_008um_00131_00230-1 130.21707 72.43590
#> s_008um_00133_00224-1 160.98092 96.65471
#> s_008um_00133_00225-1 s_008um_00121_00227-1
#> s_008um_00110_00228-1 185.539444 88.35376
#> s_008um_00122_00239-1 142.424531 96.32779
#> s_008um_00125_00234-1 96.324757 64.49440
#> s_008um_00124_00223-1 73.749326 39.99686
#> s_008um_00131_00230-1 43.078518 83.51471
#> s_008um_00133_00224-1 7.999586 98.94435
#> s_008um_00136_00246-1 s_008um_00126_00220-1
#> s_008um_00110_00228-1 252.9626 143.09415
#> s_008um_00122_00239-1 125.2091 155.32288
#> s_008um_00125_00234-1 130.2219 112.27933
#> s_008um_00124_00223-1 207.5264 28.84224
#> s_008um_00131_00230-1 134.0974 89.43784
#> s_008um_00133_00224-1 177.6197 64.49281
#> s_008um_00115_00237-1 s_008um_00128_00232-1
#> s_008um_00110_00228-1 82.36039 147.49858
#> s_008um_00122_00239-1 58.23542 73.75025
#> s_008um_00125_00234-1 83.51382 28.84166
#> s_008um_00124_00223-1 133.13650 78.78664
#> s_008um_00131_00230-1 139.69990 28.84167
#> s_008um_00133_00224-1 177.61220 75.46626
#> s_008um_00131_00224-1 s_008um_00113_00234-1
#> s_008um_00110_00228-1 171.00278 53.66268
#> s_008um_00122_00239-1 139.93255 82.35822
#> s_008um_00125_00234-1 93.28839 95.99019
#> s_008um_00124_00223-1 56.56300 124.44004
#> s_008um_00131_00230-1 47.99750 147.49743
#> s_008um_00133_00224-1 15.99838 178.86768
#> s_008um_00108_00226-1 s_008um_00135_00223-1
#> s_008um_00110_00228-1 22.62588 203.93971
#> s_008um_00122_00239-1 152.82909 164.91088
#> s_008um_00125_00234-1 150.29344 118.91862
#> s_008um_00124_00223-1 130.21708 87.99108
#> s_008um_00131_00230-1 186.74370 64.49343
#> s_008um_00133_00224-1 200.61833 17.88678
#> s_008um_00117_00241-1 s_008um_00137_00227-1
#> s_008um_00110_00228-1 118.11195 216.12597
#> s_008um_00122_00239-1 43.07692 153.66093
#> s_008um_00125_00234-1 85.03350 111.12877
#> s_008um_00124_00223-1 154.49556 108.80174
#> s_008um_00131_00230-1 142.42281 53.66033
#> s_008um_00133_00224-1 186.74602 39.99700
#> s_008um_00137_00244-1 s_008um_00134_00234-1
#> s_008um_00110_00228-1 251.0573 197.89032
#> s_008um_00122_00239-1 126.4795 103.98947
#> s_008um_00125_00234-1 124.9549 71.99266
#> s_008um_00124_00223-1 197.5739 118.92075
#> s_008um_00131_00230-1 121.8458 39.99754
#> s_008um_00133_00224-1 163.1603 80.39492
#> s_008um_00137_00245-1 s_008um_00120_00243-1
#> s_008um_00110_00228-1 255.2285 144.21346
#> s_008um_00122_00239-1 129.2324 35.77456
#> s_008um_00125_00234-1 130.2214 82.35906
#> s_008um_00124_00223-1 204.4192 163.15914
#> s_008um_00131_00230-1 129.2370 136.22385
#> s_008um_00133_00224-1 171.0117 184.15967
#> s_008um_00124_00218-1 s_008um_00117_00237-1
#> s_008um_00110_00228-1 137.62431 91.20835
#> s_008um_00122_00239-1 168.75100 43.07748
#> s_008um_00125_00234-1 128.24321 68.34504
#> s_008um_00124_00223-1 39.99794 125.21108
#> s_008um_00131_00230-1 111.13327 125.20734
#> s_008um_00133_00224-1 86.52651 164.90919
#> s_008um_00126_00237-1 s_008um_00119_00230-1
#> s_008um_00110_00228-1 146.84839 73.74929
#> s_008um_00122_00239-1 35.77352 75.89070
#> s_008um_00125_00234-1 25.29690 57.68430
#> s_008um_00124_00223-1 113.13134 68.81326
#> s_008um_00131_00230-1 68.81324 95.99022
#> s_008um_00133_00224-1 118.11020 121.84012
#> s_008um_00133_00228-1 s_008um_00115_00218-1
#> s_008um_00110_00228-1 183.98126 89.43651
#> s_008um_00122_00239-1 124.44004 177.07839
#> s_008um_00125_00234-1 79.99259 150.93498
#> s_008um_00124_00223-1 82.35827 82.35829
#> s_008um_00131_00230-1 22.62548 159.98801
#> s_008um_00133_00224-1 31.99834 151.77551
#> s_008um_00116_00226-1 s_008um_00130_00228-1
#> s_008um_00110_00228-1 50.59124 159.98369
#> s_008um_00122_00239-1 114.53635 108.80323
#> s_008um_00125_00234-1 96.32592 62.47690
#> s_008um_00124_00223-1 68.34508 62.47748
#> s_008um_00131_00230-1 124.18173 17.88756
#> s_008um_00133_00224-1 136.92383 39.99687
#> s_008um_00117_00221-1 s_008um_00123_00225-1
#> s_008um_00110_00228-1 79.18912 106.72226
#> s_008um_00122_00239-1 149.44468 112.27927
#> s_008um_00125_00234-1 122.10766 73.75261
#> s_008um_00124_00223-1 58.23546 17.88731
#> s_008um_00131_00230-1 133.13604 75.46584
#> s_008um_00133_00224-1 130.21799 80.39074
#> s_008um_00120_00235-1 s_008um_00116_00237-1
#> s_008um_00110_00228-1 97.64491 86.52810
#> s_008um_00122_00239-1 35.77510 50.59179
#> s_008um_00125_00234-1 40.78792 75.88686
#> s_008um_00124_00223-1 101.18653 128.98676
#> s_008um_00131_00230-1 96.65466 132.41028
#> s_008um_00133_00224-1 136.22282 171.19165
#> s_008um_00135_00246-1 s_008um_00129_00236-1
#> s_008um_00110_00228-1 246.4278 164.90971
#> s_008um_00122_00239-1 118.1087 60.92002
#> s_008um_00125_00234-1 124.9560 35.77405
#> s_008um_00124_00223-1 203.9496 111.42125
#> s_008um_00131_00230-1 131.9326 50.59326
#> s_008um_00133_00224-1 176.7167 101.18655
#> s_008um_00110_00219-1 s_008um_00134_00241-1
#> s_008um_00110_00228-1 71.99626 218.33933
#> s_008um_00122_00239-1 186.57976 97.31467
#> s_008um_00125_00234-1 169.69413 91.20721
#> s_008um_00124_00223-1 116.47092 164.72078
#> s_008um_00131_00230-1 189.63649 91.20933
#> s_008um_00133_00224-1 188.27965 136.22806
#> s_008um_00119_00238-1 s_008um_00135_00220-1
#> s_008um_00110_00228-1 107.62193 209.96899
#> s_008um_00122_00239-1 25.29590 184.15975
#> s_008um_00125_00234-1 57.68331 137.62657
#> s_008um_00124_00223-1 126.48315 91.20469
#> s_008um_00131_00230-1 115.36664 86.15706
#> s_008um_00133_00224-1 158.37826 35.77464
#> s_008um_00123_00229-1 s_008um_00118_00235-1
#> s_008um_00110_00228-1 104.29677 85.03509
#> s_008um_00122_00239-1 80.39458 45.25174
#> s_008um_00125_00234-1 43.07903 56.56267
#> s_008um_00124_00223-1 48.65936 107.32379
#> s_008um_00131_00230-1 64.49169 111.41577
#> s_008um_00133_00224-1 89.43387 148.79473
#> s_008um_00131_00242-1 s_008um_00112_00232-1
#> s_008um_00110_00228-1 201.89502 35.77512
#> s_008um_00122_00239-1 75.88769 97.64489
#> s_008um_00125_00234-1 79.99504 105.21323
#> s_008um_00124_00223-1 161.97914 119.98885
#> s_008um_00131_00230-1 95.99493 152.82398
#> s_008um_00133_00224-1 144.87818 179.75937
#> s_008um_00121_00248-1 s_008um_00112_00223-1
#> s_008um_00110_00228-1 182.5930 43.07850
#> s_008um_00122_00239-1 72.4390 150.93492
#> s_008um_00125_00234-1 116.4745 136.22526
#> s_008um_00124_00223-1 201.4236 95.99023
#> s_008um_00131_00230-1 164.7181 161.97309
#> s_008um_00133_00224-1 214.6475 168.17344
#> s_008um_00123_00224-1 s_008um_00133_00222-1
#> s_008um_00110_00228-1 108.80057 190.13824
#> s_008um_00122_00239-1 120.25988 161.97547
#> s_008um_00125_00234-1 81.58018 115.36891
#> s_008um_00124_00223-1 11.31274 72.43564
#> s_008um_00131_00230-1 79.99399 65.96580
#> s_008um_00133_00224-1 79.99188 15.99917
#> s_008um_00122_00223-1 s_008um_00129_00241-1
#> s_008um_00110_00228-1 103.98948 184.15950
#> s_008um_00122_00239-1 127.99328 58.23542
#> s_008um_00125_00234-1 91.20938 64.49437
#> s_008um_00124_00223-1 15.99837 149.44466
#> s_008um_00131_00230-1 91.20727 89.43757
#> s_008um_00133_00224-1 88.35410 139.70574
#> s_008um_00126_00242-1 s_008um_00128_00241-1
#> s_008um_00110_00228-1 170.07015 177.61524
#> s_008um_00122_00239-1 39.99696 50.59179
#> s_008um_00125_00234-1 64.49473 60.92289
#> s_008um_00124_00223-1 152.83196 147.50519
#> s_008um_00131_00230-1 103.99307 91.20849
#> s_008um_00133_00224-1 154.49560 141.75167
#> s_008um_00124_00248-1 s_008um_00136_00230-1
#> s_008um_00110_00228-1 195.29305 208.59358
#> s_008um_00122_00239-1 73.75252 133.13378
#> s_008um_00125_00234-1 112.27918 93.62807
#> s_008um_00124_00223-1 199.98942 111.13053
#> s_008um_00131_00230-1 154.49550 39.99594
#> s_008um_00133_00224-1 205.04278 53.66269
#> s_008um_00137_00236-1 s_008um_00119_00236-1
#> s_008um_00110_00228-1 225.26109 96.32591
#> s_008um_00122_00239-1 122.36378 33.93880
#> s_008um_00125_00234-1 97.31470 50.59124
#> s_008um_00124_00223-1 147.06822 111.41987
#> s_008um_00131_00230-1 67.87762 107.32059
#> s_008um_00133_00224-1 101.18764 147.49946
#> s_008um_00132_00222-1 s_008um_00131_00221-1
#> s_008um_00110_00228-1 182.40929 177.06944
#> s_008um_00122_00239-1 157.77314 160.98571
#> s_008um_00125_00234-1 111.13149 114.53482
#> s_008um_00124_00223-1 64.49143 58.23492
#> s_008um_00131_00230-1 64.49452 71.99627
#> s_008um_00133_00224-1 17.88757 28.84272
#> s_008um_00128_00244-1 s_008um_00118_00221-1
#> s_008um_00110_00228-1 192.65177 85.03355
#> s_008um_00122_00239-1 62.47742 147.50521
#> s_008um_00125_00234-1 83.51809 118.11201
#> s_008um_00124_00223-1 171.01174 50.59183
#> s_008um_00131_00230-1 114.53583 126.48136
#> s_008um_00133_00224-1 164.91436 122.36471
#> s_008um_00122_00247-1 s_008um_00133_00240-1
#> s_008um_00110_00228-1 179.76707 207.52051
#> s_008um_00122_00239-1 63.99657 88.35404
#> s_008um_00125_00234-1 106.72692 79.99395
#> s_008um_00124_00223-1 192.65497 153.87449
#> s_008um_00131_00230-1 153.87208 81.58014
#> s_008um_00133_00224-1 203.94669 127.99329
#> s_008um_00119_00245-1 s_008um_00124_00235-1
#> s_008um_00110_00228-1 153.87443 125.20919
#> s_008um_00122_00239-1 53.66183 35.77457
#> s_008um_00125_00234-1 100.23246 11.31273
#> s_008um_00124_00223-1 180.47754 95.99498
#> s_008um_00131_00230-1 153.66250 68.81215
#> s_008um_00133_00224-1 201.89545 113.69216
#> s_008um_00123_00231-1 s_008um_00122_00246-1
#> s_008um_00110_00228-1 106.72312 173.05614
#> s_008um_00122_00239-1 64.49446 55.99700
#> s_008um_00125_00234-1 28.84270 98.94854
#> s_008um_00124_00223-1 64.49451 184.68423
#> s_008um_00131_00230-1 64.49140 146.84980
#> s_008um_00133_00224-1 97.64328 196.76022
#> s_008um_00117_00229-1 s_008um_00116_00238-1
#> s_008um_00110_00228-1 56.56297 93.28985
#> s_008um_00122_00239-1 89.43778 48.65733
#> s_008um_00125_00234-1 75.46582 78.78290
#> s_008um_00124_00223-1 73.74973 135.99033
#> s_008um_00131_00230-1 112.27409 135.98656
#> s_008um_00133_00224-1 134.09070 176.16571
#> s_008um_00122_00237-1 s_008um_00132_00223-1
#> s_008um_00110_00228-1 119.99095 180.46958
#> s_008um_00122_00239-1 15.99915 150.93246
#> s_008um_00125_00234-1 33.93818 104.29946
#> s_008um_00124_00223-1 113.13076 63.99351
#> s_008um_00131_00230-1 91.20562 56.56541
#> s_008um_00133_00224-1 136.22393 11.31294
#> s_008um_00133_00247-1 s_008um_00137_00226-1
#> s_008um_00110_00228-1 238.6455 216.56951
#> s_008um_00122_00239-1 108.8034 158.78123
#> s_008um_00125_00234-1 122.1075 115.36671
#> s_008um_00124_00223-1 205.0452 106.72317
#> s_008um_00131_00230-1 136.9309 57.68337
#> s_008um_00133_00224-1 183.9903 35.77407
#> s_008um_00124_00231-1 s_008um_00128_00229-1
#> s_008um_00110_00228-1 114.53156 144.20751
#> s_008um_00122_00239-1 65.96573 93.28834
#> s_008um_00125_00234-1 25.29690 46.64418
#> s_008um_00124_00223-1 63.99667 57.68542
#> s_008um_00131_00230-1 56.56270 25.29591
#> s_008um_00133_00224-1 91.20567 56.56369
#> s_008um_00120_00234-1 s_008um_00122_00225-1
#> s_008um_00110_00228-1 93.28769 98.94430
#> s_008um_00122_00239-1 43.07902 111.99411
#> s_008um_00125_00234-1 39.99592 75.89073
#> s_008um_00124_00223-1 93.63161 22.62547
#> s_008um_00131_00230-1 93.62805 82.35826
#> s_008um_00133_00224-1 131.19767 88.35381
#> s_008um_00129_00237-1 s_008um_00137_00228-1
#> s_008um_00110_00228-1 168.17592 215.97801
#> s_008um_00122_00239-1 58.23486 148.79472
#> s_008um_00125_00234-1 39.99698 107.32063
#> s_008um_00124_00223-1 118.92234 111.41718
#> s_008um_00131_00230-1 58.23732 50.59129
#> s_008um_00133_00224-1 108.80506 45.25177
#> s_008um_00109_00240-1 s_008um_00126_00225-1
#> s_008um_00110_00228-1 96.32747 130.21708
#> s_008um_00122_00239-1 104.29642 116.47464
#> s_008um_00125_00234-1 136.69005 72.43910
#> s_008um_00124_00223-1 181.35738 22.62589
#> s_008um_00131_00230-1 193.30925 56.56471
#> s_008um_00133_00224-1 230.73327 56.56272
#> s_008um_00119_00239-1 s_008um_00128_00231-1
#> s_008um_00110_00228-1 113.69414 145.97204
#> s_008um_00122_00239-1 23.99754 79.99365
#> s_008um_00125_00234-1 62.47630 33.93819
#> s_008um_00124_00223-1 134.09610 71.55026
#> s_008um_00131_00230-1 119.98883 25.29564
#> s_008um_00133_00224-1 164.13239 68.81329
#> s_008um_00132_00221-1 s_008um_00128_00238-1
#> s_008um_00110_00228-1 184.67542 164.71647
#> s_008um_00122_00239-1 164.71827 48.65704
#> s_008um_00125_00234-1 118.11023 39.99753
#> s_008um_00124_00223-1 65.96292 124.18705
#> s_008um_00131_00230-1 72.43914 68.34761
#> s_008um_00133_00224-1 25.29693 118.92098
#> s_008um_00124_00228-1 s_008um_00136_00239-1
#> s_008um_00110_00228-1 111.98858 225.82964
#> s_008um_00122_00239-1 89.43757 111.98856
#> s_008um_00125_00234-1 48.65963 96.65598
#> s_008um_00124_00223-1 39.99792 159.99016
#> s_008um_00131_00230-1 58.23545 82.36038
#> s_008um_00133_00224-1 78.78298 122.37025
#> s_008um_00137_00225-1 s_008um_00134_00235-1
#> s_008um_00110_00228-1 217.30683 199.98136
#> s_008um_00122_00239-1 164.13186 101.18250
#> s_008um_00125_00234-1 119.98890 72.43588
#> s_008um_00124_00223-1 105.21331 124.95605
#> s_008um_00131_00230-1 62.47638 46.64493
#> s_008um_00133_00224-1 32.98174 88.35838
#> s_008um_00134_00231-1 s_008um_00109_00229-1
#> s_008um_00110_00228-1 193.47505 11.31273
#> s_008um_00122_00239-1 115.36665 131.19993
#> s_008um_00125_00234-1 75.88690 134.09204
#> s_008um_00124_00223-1 102.44246 129.23084
#> s_008um_00131_00230-1 25.29591 176.16392
#> s_008um_00133_00224-1 56.56569 196.10213
#> s_008um_00116_00239-1 s_008um_00113_00223-1
#> s_008um_00110_00228-1 100.23407 46.64418
#> s_008um_00122_00239-1 47.99508 146.85218
#> s_008um_00125_00234-1 82.35692 130.22144
#> s_008um_00124_00223-1 143.09836 87.99105
#> s_008um_00131_00230-1 139.92925 154.49190
#> s_008um_00133_00224-1 181.35633 160.18376
#> s_008um_00121_00246-1 s_008um_00121_00234-1
#> s_008um_00110_00228-1 168.75036 100.23140
#> s_008um_00122_00239-1 56.56531 40.79006
#> s_008um_00125_00234-1 101.18643 31.99673
#> s_008um_00124_00223-1 185.54822 91.20853
#> s_008um_00131_00230-1 150.93236 86.15390
#> s_008um_00133_00224-1 200.46504 124.95270
#> s_008um_00135_00224-1 s_008um_00124_00241-1
#> s_008um_00110_00228-1 202.52289 152.82907
#> s_008um_00122_00239-1 158.78235 22.62586
#> s_008um_00125_00234-1 113.12736 56.56534
#> s_008um_00124_00223-1 88.35411 143.99243
#> s_008um_00131_00230-1 57.68447 104.29939
#> s_008um_00133_00224-1 15.99838 153.87217
#> s_008um_00123_00232-1 s_008um_00127_00246-1
#> s_008um_00110_00228-1 108.80169 198.05742
#> s_008um_00122_00239-1 56.56535 68.81438
#> s_008um_00125_00234-1 22.62587 97.31918
#> s_008um_00124_00223-1 72.43911 185.54911
#> s_008um_00131_00230-1 65.96288 131.93144
#> s_008um_00133_00224-1 102.44065 182.41699
#> s_008um_00130_00247-1 s_008um_00125_00221-1
#> s_008um_00110_00228-1 220.67444 132.41032
#> s_008um_00122_00239-1 90.50344 145.97802
#> s_008um_00125_00234-1 111.42115 103.99458
#> s_008um_00124_00223-1 197.89890 17.88731
#> s_008um_00131_00230-1 136.22769 86.52814
#> s_008um_00133_00224-1 185.54824 68.34592
#> s_008um_00120_00222-1 s_008um_00134_00229-1
#> s_008um_00110_00228-1 93.28619 192.14718
#> s_008um_00122_00239-1 136.93096 124.95266
#> s_008um_00125_00234-1 103.99448 82.35698
#> s_008um_00124_00223-1 32.98173 93.28772
#> s_008um_00131_00230-1 108.80351 25.29564
#> s_008um_00133_00224-1 105.21330 40.79010
#> s_008um_00123_00221-1 s_008um_00125_00239-1
#> s_008um_00110_00228-1 118.10696 148.79728
#> s_008um_00122_00239-1 144.21433 23.99754
#> s_008um_00125_00234-1 105.21825 39.99788
#> s_008um_00124_00223-1 17.88757 128.24315
#> s_008um_00131_00230-1 96.32651 86.52663
#> s_008um_00133_00224-1 83.51474 135.99036
#> s_008um_00134_00220-1 s_008um_00133_00245-1
#> s_008um_00110_00228-1 202.36509 228.7882
#> s_008um_00122_00239-1 179.76424 100.2313
#> s_008um_00125_00234-1 133.13659 108.8051
#> s_008um_00124_00223-1 83.51392 190.1477
#> s_008um_00131_00230-1 83.51738 121.0557
#> s_008um_00133_00224-1 32.98291 167.9912
#> s_008um_00124_00221-1 s_008um_00133_00242-1
#> s_008um_00110_00228-1 125.20737 215.38922
#> s_008um_00122_00239-1 144.87819 91.20544
#> s_008um_00125_00234-1 104.30192 90.50347
#> s_008um_00124_00223-1 15.99917 168.18119
#> s_008um_00131_00230-1 91.20839 97.31922
#> s_008um_00133_00224-1 75.88776 143.99244
#> s_008um_00106_00222-1 s_008um_00111_00224-1
#> s_008um_00110_00228-1 57.68543 32.98288
#> s_008um_00122_00239-1 186.74946 148.79952
#> s_008um_00125_00234-1 179.76336 137.62668
#> s_008um_00124_00223-1 144.20754 104.29651
#> s_008um_00131_00230-1 209.97118 167.02942
#> s_008um_00133_00224-1 216.57011 175.98211
#> s_008um_00111_00227-1 s_008um_00118_00231-1
#> s_008um_00110_00228-1 11.31273 68.34589
#> s_008um_00122_00239-1 130.22196 71.55021
#> s_008um_00125_00234-1 125.20919 60.92084
#> s_008um_00124_00223-1 108.80058 79.99369
#> s_008um_00131_00230-1 161.77411 104.29649
#> s_008um_00133_00224-1 177.61048 132.41034
#> s_008um_00123_00243-1 s_008um_00135_00248-1
#> s_008um_00110_00228-1 158.78516 256.1060
#> s_008um_00122_00239-1 32.98313 126.4812
#> s_008um_00125_00234-1 73.75198 137.6288
#> s_008um_00124_00223-1 160.19127 218.4922
#> s_008um_00131_00230-1 122.10559 147.5051
#> s_008um_00133_00224-1 171.75512 192.6556
#> s_008um_00108_00220-1 s_008um_00119_00227-1
#> s_008um_00110_00228-1 65.96636 72.43558
#> s_008um_00122_00239-1 188.79526 98.94946
#> s_008um_00125_00234-1 176.16891 73.75161
#> s_008um_00124_00223-1 130.21797 51.22032
#> s_008um_00131_00230-1 200.62150 98.94518
#> s_008um_00133_00224-1 202.52407 114.53075
#> s_008um_00119_00237-1 s_008um_00126_00231-1
#> s_008um_00110_00228-1 101.81644 130.21793
#> s_008um_00122_00239-1 28.84214 71.54916
#> s_008um_00125_00234-1 53.66028 25.29663
#> s_008um_00124_00223-1 118.92096 65.96634
#> s_008um_00131_00230-1 111.12872 40.78794
#> s_008um_00133_00224-1 152.82633 79.18916
#> s_008um_00130_00239-1 s_008um_00125_00235-1
#> s_008um_00110_00228-1 182.58826 132.412153
#> s_008um_00122_00239-1 63.99346 39.996816
#> s_008um_00125_00234-1 56.56467 7.999578
#> s_008um_00124_00223-1 136.69688 96.327834
#> s_008um_00131_00230-1 72.43908 62.476338
#> s_008um_00133_00224-1 122.36940 108.803283
#> s_008um_00124_00234-1 s_008um_00122_00244-1
#> s_008um_00110_00228-1 121.841682 159.99011
#> s_008um_00122_00239-1 43.078469 39.99786
#> s_008um_00125_00234-1 7.999184 83.51724
#> s_008um_00124_00223-1 87.995404 168.75092
#> s_008um_00131_00230-1 64.491771 133.13646
#> s_008um_00133_00224-1 107.620023 182.59028
#> s_008um_00131_00220-1 s_008um_00125_00240-1
#> s_008um_00110_00228-1 179.75939 153.66363
#> s_008um_00122_00239-1 168.17887 25.29590
#> s_008um_00125_00234-1 121.84430 47.99746
#> s_008um_00124_00223-1 60.92008 136.22806
#> s_008um_00131_00230-1 79.99586 93.28834
#> s_008um_00133_00224-1 35.77514 143.09839
#> s_008um_00134_00236-1 s_008um_00119_00240-1
#> s_008um_00110_00228-1 202.36724 119.99260
#> s_008um_00122_00239-1 98.94429 25.29561
#> s_008um_00125_00234-1 73.74929 67.87635
#> s_008um_00124_00223-1 131.20163 141.75165
#> s_008um_00131_00230-1 53.66267 124.95263
#> s_008um_00133_00224-1 96.32783 170.06822
#> s_008um_00119_00221-1 s_008um_00132_00224-1
#> s_008um_00110_00228-1 91.20563 178.866936
#> s_008um_00122_00239-1 145.97889 144.211082
#> s_008um_00125_00234-1 114.53639 97.644928
#> s_008um_00124_00223-1 43.07751 64.491711
#> s_008um_00131_00230-1 119.99100 48.659365
#> s_008um_00133_00224-1 114.53162 7.999189
#> s_008um_00121_00236-1 s_008um_00122_00248-1
#> s_008um_00110_00228-1 108.80347 186.57964
#> s_008um_00122_00239-1 25.29689 71.99614
#> s_008um_00125_00234-1 35.77352 114.53577
#> s_008um_00124_00223-1 106.72703 200.62801
#> s_008um_00131_00230-1 93.28619 160.98557
#> s_008um_00133_00224-1 135.75281 211.19163
#> s_008um_00121_00241-1 s_008um_00107_00239-1
#> s_008um_00110_00228-1 136.22633 91.20845
#> s_008um_00122_00239-1 17.88728 119.98769
#> s_008um_00125_00234-1 64.49334 149.43683
#> s_008um_00124_00223-1 145.97799 186.74540
#> s_008um_00131_00230-1 118.91853 205.03512
#> s_008um_00133_00224-1 166.45631 240.10983
#> s_008um_00128_00245-1 s_008um_00114_00227-1
#> s_008um_00110_00228-1 198.05687 32.98143
#> s_008um_00122_00239-1 67.87758 115.37079
#> s_008um_00125_00234-1 91.20929 104.29896
#> s_008um_00124_00223-1 178.87630 86.15391
#> s_008um_00131_00230-1 122.36932 138.08799
#> s_008um_00133_00224-1 172.68601 153.86718
#> s_008um_00121_00228-1 s_008um_00123_00245-1
#> s_008um_00110_00228-1 87.99102 171.19682
#> s_008um_00122_00239-1 88.35834 48.65958
#> s_008um_00125_00234-1 57.68540 89.43752
#> s_008um_00124_00223-1 46.64420 176.17226
#> s_008um_00131_00230-1 81.57645 135.99028
#> s_008um_00133_00224-1 101.18256 186.06243
#> s_008um_00137_00234-1 s_008um_00128_00239-1
#> s_008um_00110_00228-1 221.24788 168.74660
#> s_008um_00122_00239-1 126.47813 47.99509
#> s_008um_00125_00234-1 95.99022 46.64491
#> s_008um_00124_00223-1 136.22527 131.93264
#> s_008um_00131_00230-1 57.68430 75.88988
#> s_008um_00133_00224-1 86.15809 126.48317
#> s_008um_00131_00223-1 s_008um_00115_00231-1
#> s_008um_00110_00228-1 172.67843 46.64385
#> s_008um_00122_00239-1 146.84989 85.03563
#> s_008um_00125_00234-1 100.23258 83.51469
#> s_008um_00124_00223-1 55.99432 96.32417
#> s_008um_00131_00230-1 55.99709 128.23656
#> s_008um_00133_00224-1 17.88704 154.48999
#> s_008um_00136_00243-1 s_008um_00130_00224-1
#> s_008um_00110_00228-1 240.1136 163.15174
#> s_008um_00122_00239-1 116.4708 135.99035
#> s_008um_00125_00234-1 113.6930 89.43651
#> s_008um_00124_00223-1 186.5797 48.65737
#> s_008um_00131_00230-1 111.4212 48.65965
#> s_008um_00133_00224-1 153.8752 23.99757
#> s_008um_00129_00238-1 s_008um_00107_00240-1
#> s_008um_00110_00228-1 171.75289 98.94856
#> s_008um_00122_00239-1 56.56267 120.25390
#> s_008um_00125_00234-1 45.25174 151.77367
#> s_008um_00124_00223-1 126.48455 192.31635
#> s_008um_00131_00230-1 65.96574 207.97887
#> s_008um_00133_00224-1 116.47467 244.20577
#> s_008um_00134_00232-1 s_008um_00128_00228-1
#> s_008um_00110_00228-1 194.62940 143.98532
#> s_008um_00122_00239-1 111.12872 100.23253
#> s_008um_00125_00234-1 73.74873 53.66190
#> s_008um_00124_00223-1 107.62141 51.22179
#> s_008um_00131_00230-1 28.84215 28.84216
#> s_008um_00133_00224-1 64.49480 51.22034
#> s_008um_00118_00239-1 s_008um_00112_00218-1
#> s_008um_00110_00228-1 108.80512 81.57962
#> s_008um_00122_00239-1 31.99672 186.06515
#> s_008um_00125_00234-1 68.81211 164.91386
#> s_008um_00124_00223-1 136.69522 103.99088
#> s_008um_00131_00230-1 126.47913 179.76340
#> s_008um_00133_00224-1 169.69098 174.70640
#> s_008um_00125_00248-1 s_008um_00137_00233-1
#> s_008um_00110_00228-1 199.98761 219.65117
#> s_008um_00122_00239-1 75.89064 129.23084
#> s_008um_00125_00234-1 111.99402 96.32284
#> s_008um_00124_00223-1 200.14948 131.19998
#> s_008um_00131_00230-1 151.77968 53.66109
#> s_008um_00133_00224-1 202.37298 78.78664
#> s_008um_00123_00233-1 s_008um_00122_00235-1
#> s_008um_00110_00228-1 111.41713 111.13050
#> s_008um_00122_00239-1 48.65931 31.99830
#> s_008um_00125_00234-1 17.88703 25.29562
#> s_008um_00124_00223-1 80.39462 97.31869
#> s_008um_00131_00230-1 68.34508 82.35697
#> s_008um_00133_00224-1 107.61947 124.44008
#> s_008um_00134_00221-1 s_008um_00135_00230-1
#> s_008um_00110_00228-1 199.97946 200.61889
#> s_008um_00122_00239-1 173.05333 126.47915
#> s_008um_00125_00234-1 126.48143 86.15392
#> s_008um_00124_00223-1 81.57592 104.29899
#> s_008um_00131_00230-1 75.88995 31.99675
#> s_008um_00133_00224-1 25.29666 50.59383
#> s_008um_00110_00232-1 s_008um_00118_00222-1
#> s_008um_00110_00228-1 31.99832 79.99256
#> s_008um_00122_00239-1 111.13047 139.70687
#> s_008um_00125_00234-1 121.04999 111.13324
#> s_008um_00124_00223-1 133.13377 48.65737
#> s_008um_00131_00230-1 168.74275 122.10494
#> s_008um_00133_00224-1 194.79282 121.05007
#> s_008um_00129_00225-1 s_008um_00134_00227-1
#> s_008um_00110_00228-1 153.86715 192.14690
#> s_008um_00122_00239-1 125.21108 135.75278
#> s_008um_00125_00234-1 78.78557 91.20566
#> s_008um_00124_00223-1 43.07751 86.15502
#> s_008um_00131_00230-1 43.07905 33.93821
#> s_008um_00133_00224-1 32.98146 25.29692
#> s_008um_00124_00236-1 s_008um_00117_00225-1
#> s_008um_00110_00228-1 128.98555 60.92003
#> s_008um_00122_00239-1 28.84220 118.92232
#> s_008um_00125_00234-1 17.88729 96.32648
#> s_008um_00124_00223-1 103.99456 58.23489
#> s_008um_00131_00230-1 73.74972 118.91780
#> s_008um_00133_00224-1 119.99055 128.23661
#> s_008um_00114_00224-1 s_008um_00110_00227-1
#> s_008um_00110_00228-1 45.25092 7.999581
#> s_008um_00122_00239-1 135.99240 135.755247
#> s_008um_00125_00234-1 118.92019 132.412160
#> s_008um_00124_00223-1 80.39072 116.469760
#> s_008um_00131_00230-1 144.20899 169.688937
#> s_008um_00133_00224-1 151.98455 185.539453
#> s_008um_00127_00244-1 s_008um_00127_00220-1
#> s_008um_00110_00228-1 186.74883 150.29135
#> s_008um_00122_00239-1 56.56466 157.16563
#> s_008um_00125_00234-1 81.58011 113.13080
#> s_008um_00124_00223-1 169.69695 33.93822
#> s_008um_00131_00230-1 116.47460 86.15812
#> s_008um_00133_00224-1 167.03460 57.68434
#> s_008um_00119_00242-1 s_008um_00123_00242-1
#> s_008um_00110_00228-1 133.13870 152.82962
#> s_008um_00122_00239-1 33.93816 25.29689
#> s_008um_00125_00234-1 79.99362 65.96571
#> s_008um_00124_00223-1 157.16557 152.20220
#> s_008um_00131_00230-1 135.75273 115.36882
#> s_008um_00133_00224-1 182.41346 164.71823
#> s_008um_00134_00240-1 s_008um_00128_00240-1
#> s_008um_00110_00228-1 214.64430 173.05288
#> s_008um_00122_00239-1 96.32309 48.65733
#> s_008um_00125_00234-1 86.52643 53.66265
#> s_008um_00124_00223-1 157.77563 139.70687
#> s_008um_00131_00230-1 83.51812 83.51729
#> s_008um_00133_00224-1 128.24315 134.09613
#> s_008um_00129_00248-1 s_008um_00120_00237-1
#> s_008um_00110_00228-1 220.67499 107.62137
#> s_008um_00122_00239-1 91.20828 22.62587
#> s_008um_00125_00234-1 116.47568 46.64308
#> s_008um_00124_00223-1 203.95033 116.47465
#> s_008um_00131_00230-1 144.87809 104.29722
#> s_008um_00133_00224-1 194.63729 147.06553
#> s_008um_00115_00222-1 s_008um_00117_00224-1
#> s_008um_00110_00228-1 62.47689 64.49175
#> s_008um_00122_00239-1 147.07039 126.48453
#> s_008um_00125_00234-1 124.95606 102.44356
#> s_008um_00124_00223-1 72.43591 56.56270
#> s_008um_00131_00230-1 143.09626 121.84172
#> s_008um_00133_00224-1 144.87183 127.98700
#> s_008um_00133_00220-1 s_008um_00125_00243-1
#> s_008um_00110_00228-1 194.79286 169.69403
#> s_008um_00122_00239-1 175.62324 39.99751
#> s_008um_00125_00234-1 128.98684 71.99617
#> s_008um_00124_00223-1 75.88694 160.19157
#> s_008um_00131_00230-1 81.57965 114.53472
#> s_008um_00133_00224-1 31.99835 164.91325
#> s_008um_00109_00242-1 s_008um_00112_00231-1
#> s_008um_00110_00228-1 112.2792 28.84271
#> s_008um_00122_00239-1 106.7222 102.44241
#> s_008um_00125_00234-1 143.0940 106.72311
#> s_008um_00124_00223-1 193.6438 115.36666
#> s_008um_00131_00230-1 200.4596 152.19473
#> s_008um_00133_00224-1 239.9776 177.06942
#> s_008um_00122_00242-1 s_008um_00127_00219-1
#> s_008um_00110_00228-1 147.50318 153.86792
#> s_008um_00122_00239-1 23.99872 164.91442
#> s_008um_00125_00234-1 68.34757 121.05528
#> s_008um_00124_00223-1 152.83137 39.99687
#> s_008um_00131_00230-1 119.99047 93.63275
#> s_008um_00133_00224-1 168.74768 62.47749
#> s_008um_00121_00238-1 s_008um_00137_00248-1
#> s_008um_00110_00228-1 118.92016 268.7843
#> s_008um_00122_00239-1 11.31293 139.9315
#> s_008um_00125_00234-1 45.25091 147.5031
#> s_008um_00124_00223-1 122.36939 225.4115
#> s_008um_00131_00230-1 102.44059 151.7813
#> s_008um_00133_00224-1 147.50057 194.6384
#> s_008um_00136_00224-1 s_008um_00122_00236-1
#> s_008um_00110_00228-1 210.42540 115.36860
#> s_008um_00122_00239-1 164.13242 23.99873
#> s_008um_00125_00234-1 118.91806 28.84166
#> s_008um_00124_00223-1 96.32316 105.21765
#> s_008um_00131_00230-1 62.47694 86.52499
#> s_008um_00133_00224-1 23.99757 130.21963
#> s_008um_00120_00236-1 s_008um_00129_00243-1
#> s_008um_00110_00228-1 102.44243 193.64511
#> s_008um_00122_00239-1 28.84269 64.49275
#> s_008um_00125_00234-1 43.07694 78.78657
#> s_008um_00124_00223-1 108.80504 164.91578
#> s_008um_00131_00230-1 100.22985 105.21760
#> s_008um_00133_00224-1 141.52198 155.32284
#> s_008um_00118_00224-1 s_008um_00126_00248-1
#> s_008um_00110_00228-1 71.54705 204.88700
#> s_008um_00122_00239-1 124.18703 78.78654
#> s_008um_00125_00234-1 97.64659 112.27948
#> s_008um_00124_00223-1 48.65707 200.62860
#> s_008um_00131_00230-1 114.53271 149.44316
#> s_008um_00133_00224-1 119.98781 199.98768
#> s_008um_00127_00241-1 s_008um_00134_00222-1
#> s_008um_00110_00228-1 171.19463 197.88867
#> s_008um_00122_00239-1 43.07747 166.45634
#> s_008um_00125_00234-1 58.23786 119.99057
#> s_008um_00124_00223-1 145.97887 80.39075
#> s_008um_00131_00230-1 93.63157 68.34767
#> s_008um_00133_00224-1 144.21287 17.88732
#> s_008um_00110_00218-1 s_008um_00107_00226-1
#> s_008um_00110_00228-1 79.99585 28.84216
#> s_008um_00122_00239-1 193.48324 158.78407
#> s_008um_00125_00234-1 175.44209 157.56801
#> s_008um_00124_00223-1 118.91783 138.08711
#> s_008um_00131_00230-1 193.47841 194.62940
#> s_008um_00133_00224-1 190.13997 208.59301
#> s_008um_00117_00233-1 s_008um_00122_00221-1
#> s_008um_00110_00228-1 68.81333 111.12874
#> s_008um_00122_00239-1 62.47799 143.99245
#> s_008um_00125_00234-1 64.49167 106.72791
#> s_008um_00124_00223-1 97.64490 22.62589
#> s_008um_00131_00230-1 114.53071 101.81648
#> s_008um_00133_00224-1 146.84614 91.20551
#> s_008um_00116_00229-1 s_008um_00120_00224-1
#> s_008um_00110_00228-1 48.65734 86.15389
#> s_008um_00122_00239-1 93.28985 121.05579
#> s_008um_00125_00234-1 82.35824 89.43781
#> s_008um_00124_00223-1 79.99258 32.98145
#> s_008um_00131_00230-1 120.25429 100.23143
#> s_008um_00133_00224-1 141.74580 103.98944
#> s_008um_00136_00242-1 s_008um_00132_00236-1
#> s_008um_00110_00228-1 236.2175 187.25828
#> s_008um_00122_00239-1 114.5315 83.51384
#> s_008um_00125_00234-1 108.8034 58.23544
#> s_008um_00124_00223-1 179.7671 122.10764
#> s_008um_00131_00230-1 103.9944 48.65962
#> s_008um_00133_00224-1 145.9789 96.32755
#> s_008um_00127_00239-1 s_008um_00132_00227-1
#> s_008um_00110_00228-1 161.97483 176.16365
#> s_008um_00122_00239-1 39.99591 124.95378
#> s_008um_00125_00234-1 43.07902 79.18914
#> s_008um_00124_00223-1 130.22395 71.54814
#> s_008um_00131_00230-1 78.78554 25.29664
#> s_008um_00133_00224-1 129.23550 25.29665
#> s_008um_00116_00231-1 s_008um_00137_00230-1
#> s_008um_00110_00228-1 53.66108 216.57007
#> s_008um_00122_00239-1 79.99506 139.92929
#> s_008um_00125_00234-1 75.88771 101.18254
#> s_008um_00124_00223-1 90.50186 118.10879
#> s_008um_00131_00230-1 120.25399 47.99512
#> s_008um_00133_00224-1 147.06336 57.68542
#> s_008um_00119_00228-1 s_008um_00127_00231-1
#> s_008um_00110_00228-1 71.99265 138.08797
#> s_008um_00122_00239-1 91.20934 75.46619
#> s_008um_00125_00234-1 67.87763 28.84221
#> s_008um_00124_00223-1 56.56368 68.34846
#> s_008um_00131_00230-1 97.31471 32.98144
#> s_008um_00133_00224-1 116.46980 73.75031
#> s_008um_00132_00220-1 s_008um_00110_00223-1
#> s_008um_00110_00228-1 187.25614 39.99791
#> s_008um_00122_00239-1 171.75518 159.99016
#> s_008um_00125_00234-1 125.21115 148.79732
#> s_008um_00124_00223-1 68.34512 111.98860
#> s_008um_00131_00230-1 80.39466 177.07137
#> s_008um_00133_00224-1 32.98319 184.15527
#> s_008um_00108_00239-1 s_008um_00134_00245-1
#> s_008um_00110_00228-1 89.43754 235.2689
#> s_008um_00122_00239-1 111.98851 107.3221
#> s_008um_00125_00234-1 141.74568 113.6941
#> s_008um_00124_00223-1 181.00364 193.3182
#> s_008um_00131_00230-1 197.56527 122.3702
#> s_008um_00133_00224-1 233.21542 168.1816
#> s_008um_00121_00218-1 s_008um_00136_00234-1
#> s_008um_00110_00228-1 118.91803 213.44625
#> s_008um_00122_00239-1 168.18170 118.91639
#> s_008um_00125_00234-1 131.93270 87.99104
#> s_008um_00124_00223-1 46.64497 130.22144
#> s_008um_00131_00230-1 124.95609 51.22122
#> s_008um_00133_00224-1 107.32223 83.51817
#> s_008um_00132_00235-1 s_008um_00128_00235-1
#> s_008um_00110_00228-1 184.67732 154.49186
#> s_008um_00122_00239-1 86.15388 57.68331
#> s_008um_00125_00234-1 56.56297 25.29590
#> s_008um_00124_00223-1 115.37082 101.18765
#> s_008um_00131_00230-1 40.79008 46.64418
#> s_008um_00133_00224-1 88.35810 96.65785
#> s_008um_00135_00227-1 s_008um_00117_00242-1
#> s_008um_00110_00228-1 200.13943 125.21288
#> s_008um_00122_00239-1 141.52196 46.64305
#> s_008um_00125_00234-1 97.64327 90.50179
#> s_008um_00124_00223-1 93.62918 161.97719
#> s_008um_00131_00230-1 39.99631 147.49938
#> s_008um_00133_00224-1 28.84271 192.64942
#> s_008um_00133_00243-1 s_008um_00123_00220-1
#> s_008um_00110_00228-1 219.65512 122.10293
#> s_008um_00122_00239-1 93.62911 152.20225
#> s_008um_00125_00234-1 96.32643 113.13137
#> s_008um_00124_00223-1 175.44420 25.29693
#> s_008um_00131_00230-1 105.21817 102.44359
#> s_008um_00133_00224-1 151.99201 86.15503
#> s_008um_00136_00237-1 s_008um_00129_00239-1
#> s_008um_00110_00228-1 220.08902 175.62163
#> s_008um_00122_00239-1 113.12536 55.99427
#> s_008um_00125_00234-1 91.20546 51.22176
#> s_008um_00124_00223-1 147.50322 134.09751
#> s_008um_00131_00230-1 68.81442 73.75202
#> s_008um_00133_00224-1 106.72789 124.18593
#> s_008um_00114_00235-1 s_008um_00125_00241-1
#> s_008um_00110_00228-1 64.49440 158.78405
#> s_008um_00122_00239-1 71.54809 28.84214
#> s_008um_00125_00234-1 88.35374 55.99703
#> s_008um_00124_00223-1 124.95377 144.21460
#> s_008um_00131_00230-1 141.74575 100.23252
#> s_008um_00133_00224-1 175.61888 150.29607
#> s_008um_00113_00228-1 s_008um_00112_00222-1
#> s_008um_00110_00228-1 23.99755 50.59327
#> s_008um_00122_00239-1 113.69414 157.77565
#> s_008um_00125_00234-1 107.32217 141.52456
#> s_008um_00124_00223-1 96.65467 96.32314
#> s_008um_00131_00230-1 144.87178 164.90976
#> s_008um_00133_00224-1 163.15176 168.74340
#> s_008um_00126_00219-1 s_008um_00134_00219-1
#> s_008um_00110_00228-1 146.84614 205.03528
#> s_008um_00122_00239-1 163.15921 186.57678
#> s_008um_00125_00234-1 120.25994 139.93263
#> s_008um_00124_00223-1 35.77463 86.15397
#> s_008um_00131_00230-1 96.65919 91.20859
#> s_008um_00133_00224-1 68.81337 40.78984
#> s_008um_00129_00224-1 s_008um_00129_00247-1
#> s_008um_00110_00228-1 155.31583 214.94575
#> s_008um_00122_00239-1 132.41452 85.03558
#> s_008um_00125_00234-1 86.15701 108.80606
#> s_008um_00124_00223-1 40.78824 196.11237
#> s_008um_00131_00230-1 50.59383 136.93029
#> s_008um_00133_00224-1 31.99676 186.75118
#> s_008um_00130_00242-1 s_008um_00128_00248-1
#> s_008um_00110_00228-1 195.28979 215.24379
#> s_008um_00122_00239-1 68.34586 86.52803
#> s_008um_00125_00234-1 75.46742 114.53664
#> s_008um_00124_00223-1 159.39061 202.53344
#> s_008um_00131_00230-1 96.32749 145.97792
#> s_008um_00133_00224-1 145.97801 196.11094
#> s_008um_00135_00236-1 s_008um_00121_00247-1
#> s_008um_00110_00228-1 209.97114 175.62590
#> s_008um_00122_00239-1 106.72225 64.49441
#> s_008um_00125_00234-1 81.57643 108.80493
#> s_008um_00124_00223-1 136.22637 193.48337
#> s_008um_00131_00230-1 57.68539 157.77302
#> s_008um_00133_00224-1 97.31927 207.52324
#> s_008um_00130_00241-1 s_008um_00116_00234-1
#> s_008um_00110_00228-1 190.81468 67.87763
#> s_008um_00122_00239-1 65.96342 62.47744
#> s_008um_00125_00234-1 68.81441 71.99264
#> s_008um_00124_00223-1 151.78143 108.80325
#> s_008um_00131_00230-1 88.35804 124.18057
#> s_008um_00133_00224-1 138.09353 157.76935
#> s_008um_00109_00228-1 s_008um_00120_00245-1
#> s_008um_00110_00228-1 7.999182 157.77558
#> s_008um_00122_00239-1 136.225224 50.59320
#> s_008um_00125_00234-1 136.691769 96.65773
#> s_008um_00124_00223-1 126.478142 178.87513
#> s_008um_00131_00230-1 176.708123 148.79685
#> s_008um_00133_00224-1 194.628269 197.57069
#> s_008um_00127_00248-1 s_008um_00121_00235-1
#> s_008um_00110_00228-1 209.97690 104.29895
#> s_008um_00122_00239-1 82.36032 32.98314
#> s_008um_00125_00234-1 113.13123 32.98143
#> s_008um_00124_00223-1 201.42450 98.94864
#> s_008um_00131_00230-1 147.50396 89.43383
#> s_008um_00133_00224-1 197.89720 130.21908
#> s_008um_00136_00247-1 s_008um_00130_00236-1
#> s_008um_00110_00228-1 257.6002 172.30995
#> s_008um_00122_00239-1 128.9855 68.34505
#> s_008um_00125_00234-1 136.2263 43.07749
#> s_008um_00124_00223-1 214.6506 114.53638
#> s_008um_00131_00230-1 141.7530 48.65934
#> s_008um_00133_00224-1 185.5491 98.94866
#> s_008um_00137_00229-1 s_008um_00122_00233-1
#> s_008um_00110_00228-1 216.12625 103.99083
#> s_008um_00122_00239-1 144.20833 47.99746
#> s_008um_00125_00234-1 103.98951 25.29590
#> s_008um_00124_00223-1 114.53272 81.57961
#> s_008um_00131_00230-1 48.65708 75.88689
#> s_008um_00133_00224-1 51.22179 113.69105
#> s_008um_00137_00241-1 s_008um_00132_00228-1
#> s_008um_00110_00228-1 239.7127 175.98207
#> s_008um_00122_00239-1 121.0500 118.91856
#> s_008um_00125_00234-1 111.1305 73.74973
#> s_008um_00124_00223-1 177.6180 75.46585
#> s_008um_00131_00230-1 100.2341 17.88731
#> s_008um_00133_00224-1 139.7069 32.98290
#> s_008um_00126_00230-1 s_008um_00129_00220-1
#> s_008um_00110_00228-1 128.98336 164.90760
#> s_008um_00122_00239-1 78.78552 161.97727
#> s_008um_00125_00234-1 32.98287 116.47470
#> s_008um_00124_00223-1 58.23791 46.64313
#> s_008um_00131_00230-1 39.99593 81.58021
#> s_008um_00133_00224-1 73.74976 45.25178
#> s_008um_00108_00224-1 s_008um_00115_00223-1
#> s_008um_00110_00228-1 35.77513 56.56365
#> s_008um_00122_00239-1 164.13538 139.70649
#> s_008um_00125_00234-1 157.77186 118.92075
#> s_008um_00124_00223-1 128.23657 71.99268
#> s_008um_00131_00230-1 190.13991 139.70183
#> s_008um_00133_00224-1 199.97966 144.20757
#> s_008um_00130_00231-1 s_008um_00127_00236-1
#> s_008um_00110_00228-1 161.77410 150.29343
#> s_008um_00122_00239-1 90.50183 46.64308
#> s_008um_00125_00234-1 46.64310 22.62587
#> s_008um_00124_00223-1 79.99510 106.72789
#> s_008um_00131_00230-1 11.31274 57.68443
#> s_008um_00133_00224-1 60.92215 107.32382
#> s_008um_00132_00241-1 s_008um_00115_00224-1
#> s_008um_00110_00228-1 204.41429 51.22029
#> s_008um_00122_00239-1 81.57641 132.41637
#> s_008um_00125_00234-1 79.19054 113.12940
#> s_008um_00124_00223-1 157.57323 72.43561
#> s_008um_00131_00230-1 88.35833 136.69181
#> s_008um_00133_00224-1 136.22778 143.98537
#> s_008um_00112_00225-1 s_008um_00116_00224-1
#> s_008um_00110_00228-1 28.84221 57.68332
#> s_008um_00122_00239-1 137.62887 129.23710
#> s_008um_00125_00234-1 126.48133 107.62196
#> s_008um_00124_00223-1 97.31413 64.49141
#> s_008um_00131_00230-1 157.16027 129.23250
#> s_008um_00133_00224-1 168.17314 135.98618
#> s_008um_00121_00245-1 s_008um_00121_00225-1
#> s_008um_00110_00228-1 161.97808 91.20461
#> s_008um_00122_00239-1 48.65928 112.27956
#> s_008um_00125_00234-1 93.63152 78.78663
#> s_008um_00124_00223-1 177.61885 28.84168
#> s_008um_00131_00230-1 144.21100 89.43516
#> s_008um_00133_00224-1 193.48011 96.32286
#> s_008um_00133_00238-1 s_008um_00121_00242-1
#> s_008um_00110_00228-1 200.62142 142.42702
#> s_008um_00122_00239-1 88.35375 25.29661
#> s_008um_00125_00234-1 71.54810 71.54914
#> s_008um_00124_00223-1 139.93481 153.87435
#> s_008um_00131_00230-1 65.96631 124.95374
#> s_008um_00133_00224-1 111.99414 173.05328
#> s_008um_00120_00228-1 s_008um_00120_00239-1
#> s_008um_00110_00228-1 79.99183 118.92071
#> s_008um_00122_00239-1 89.43815 15.99836
#> s_008um_00125_00234-1 62.47802 56.56363
#> s_008um_00124_00223-1 51.22088 131.93150
#> s_008um_00131_00230-1 89.43404 113.69099
#> s_008um_00133_00224-1 108.80062 158.78234
#> s_008um_00132_00237-1 s_008um_00120_00232-1
#> s_008um_00110_00228-1 190.14099 86.15498
#> s_008um_00122_00239-1 81.57584 58.23786
#> s_008um_00125_00234-1 60.92084 43.07749
#> s_008um_00124_00223-1 128.98881 78.78557
#> s_008um_00131_00230-1 56.56565 89.43346
#> s_008um_00133_00224-1 104.30161 122.10295
#> s_008um_00119_00243-1 s_008um_00131_00243-1
#> s_008um_00110_00228-1 139.93476 206.43995
#> s_008um_00122_00239-1 39.99680 78.78397
#> s_008um_00125_00234-1 86.52658 86.52806
#> s_008um_00124_00223-1 164.91434 169.50809
#> s_008um_00131_00230-1 141.52245 103.99450
#> s_008um_00133_00224-1 188.79191 152.83138
#> s_008um_00125_00242-1 s_008um_00125_00224-1
#> s_008um_00110_00228-1 164.1348 124.18058
#> s_008um_00122_00239-1 33.9388 122.36938
#> s_008um_00125_00234-1 63.9966 79.99582
#> s_008um_00124_00223-1 152.2025 11.31294
#> s_008um_00131_00230-1 107.3238 67.87765
#> s_008um_00133_00224-1 157.5711 63.99351
#> s_008um_00121_00233-1 s_008um_00106_00238-1
#> s_008um_00110_00228-1 96.65599 86.15692
#> s_008um_00122_00239-1 48.65960 128.23677
#> s_008um_00125_00234-1 32.98172 155.31573
#> s_008um_00124_00223-1 83.51733 187.42892
#> s_008um_00131_00230-1 83.51386 209.96883
#> s_008um_00133_00224-1 119.98889 243.28638
#> s_008um_00119_00234-1 s_008um_00136_00241-1
#> s_008um_00110_00228-1 86.52645 232.53133
#> s_008um_00122_00239-1 46.64491 113.12592
#> s_008um_00125_00234-1 47.99510 104.29893
#> s_008um_00124_00223-1 96.65782 173.05619
#> s_008um_00131_00230-1 101.18251 96.65911
#> s_008um_00133_00224-1 137.62432 138.09439
#> s_008um_00116_00218-1 s_008um_00117_00227-1
#> s_008um_00110_00228-1 93.28838 56.56268
#> s_008um_00122_00239-1 174.71370 103.99444
#> s_008um_00125_00234-1 146.85223 85.03510
#> s_008um_00124_00223-1 75.46587 64.49178
#> s_008um_00131_00230-1 153.66372 114.53158
#> s_008um_00133_00224-1 144.20904 130.21712
#> s_008um_00136_00236-1 s_008um_00124_00220-1
#> s_008um_00110_00228-1 217.60338 128.98354
#> s_008um_00122_00239-1 114.53070 152.83141
#> s_008um_00125_00234-1 89.43403 112.27962
#> s_008um_00124_00223-1 141.52511 23.99876
#> s_008um_00131_00230-1 62.47801 97.64661
#> s_008um_00133_00224-1 98.94950 78.78405
#> s_008um_00124_00219-1 s_008um_00118_00241-1
#> s_008um_00110_00228-1 133.13380 122.10760
#> s_008um_00122_00239-1 160.78923 35.77351
#> s_008um_00125_00234-1 120.26023 79.18907
#> s_008um_00124_00223-1 31.99835 151.77975
#> s_008um_00131_00230-1 104.30119 136.22274
#> s_008um_00133_00224-1 82.35829 181.35744
#> s_008um_00132_00218-1 s_008um_00132_00240-1
#> s_008um_00110_00228-1 193.30940 200.46277
#> s_008um_00122_00239-1 186.06253 80.39097
#> s_008um_00125_00234-1 139.70470 73.75102
#> s_008um_00124_00223-1 75.46465 150.29817
#> s_008um_00131_00230-1 96.32760 80.39487
#> s_008um_00133_00224-1 48.65967 128.24286
#> s_008um_00125_00218-1 s_008um_00107_00222-1
#> s_008um_00110_00228-1 144.20836 53.6627
#> s_008um_00122_00239-1 169.69616 181.3608
#> s_008um_00125_00234-1 127.99335 173.0529
#> s_008um_00124_00223-1 40.78984 136.2214
#> s_008um_00131_00230-1 107.32541 202.3673
#> s_008um_00133_00224-1 79.99402 208.5936
#> s_008um_00126_00224-1 s_008um_00137_00240-1
#> s_008um_00110_00228-1 131.92575 236.35199
#> s_008um_00122_00239-1 124.18590 120.25426
#> s_008um_00125_00234-1 80.39462 107.32214
#> s_008um_00124_00223-1 17.88704 171.19687
#> s_008um_00131_00230-1 62.47803 93.28984
#> s_008um_00133_00224-1 55.99432 131.93264
#> s_008um_00133_00223-1 s_008um_00125_00222-1
#> s_008um_00110_00228-1 188.278183 129.23085
#> s_008um_00122_00239-1 155.319982 138.09353
#> s_008um_00125_00234-1 108.803292 95.99499
#> s_008um_00124_00223-1 71.992698 11.31274
#> s_008um_00131_00230-1 58.237363 79.99511
#> s_008um_00133_00224-1 7.999587 65.96347
#> s_008um_00123_00240-1 s_008um_00134_00225-1
#> s_008um_00110_00228-1 141.52451 193.47420
#> s_008um_00122_00239-1 11.31293 147.50056
#> s_008um_00125_00234-1 50.59323 101.81462
#> s_008um_00124_00223-1 136.22777 81.57647
#> s_008um_00131_00230-1 102.44170 46.64421
#> s_008um_00133_00224-1 150.93245 11.31294
#> s_008um_00108_00242-1 s_008um_00116_00221-1
#> s_008um_00110_00228-1 113.1307 73.75028
#> s_008um_00122_00239-1 114.5306 151.78146
#> s_008um_00125_00234-1 150.2912 126.48356
#> s_008um_00124_00223-1 198.6995 65.96346
#> s_008um_00131_00230-1 207.5173 139.93158
#> s_008um_00133_00224-1 246.4236 138.08803
#> s_008um_00123_00237-1 s_008um_00130_00229-1
#> s_008um_00110_00228-1 126.48131 160.18371
#> s_008um_00122_00239-1 17.88728 102.44170
#> s_008um_00125_00234-1 28.84220 56.56366
#> s_008um_00124_00223-1 112.27929 67.87765
#> s_008um_00131_00230-1 85.03355 11.31294
#> s_008um_00133_00224-1 131.19933 46.64421
#> s_008um_00129_00221-1 s_008um_00112_00221-1
#> s_008um_00110_00228-1 161.97117 58.23734
#> s_008um_00122_00239-1 154.49562 164.72081
#> s_008um_00125_00234-1 108.80508 147.06824
#> s_008um_00124_00223-1 43.07698 97.31473
#> s_008um_00131_00230-1 73.75264 168.17598
#> s_008um_00133_00224-1 39.99701 169.68899
#> s_008um_00129_00223-1 s_008um_00135_00238-1
#> s_008um_00110_00228-1 157.15885 215.38744
#> s_008um_00122_00239-1 139.70462 104.29647
#> s_008um_00125_00234-1 93.63163 86.15497
#> s_008um_00124_00223-1 39.99594 148.79952
#> s_008um_00131_00230-1 58.23791 71.55022
#> s_008um_00133_00224-1 32.98174 113.13134
#> s_008um_00132_00226-1 s_008um_00123_00228-1
#> s_008um_00110_00228-1 176.70756 103.98939
#> s_008um_00122_00239-1 131.19930 88.35805
#> s_008um_00125_00234-1 85.03413 50.59382
#> s_008um_00124_00223-1 68.34592 40.78982
#> s_008um_00131_00230-1 32.98289 65.96345
#> s_008um_00133_00224-1 17.88731 86.15394
saveRDS(bcsHD, 'bcsHD.rds')
saveRDS(PeripheryBCs, 'PeripheryBCs.rds')
saveRDS(PeripheryGCs, 'PeripheryGCs.rds')
sessionInfo()
#> R version 4.4.0 (2024-04-24 ucrt)
#> Platform: x86_64-w64-mingw32/x64
#> Running under: Windows 11 x64 (build 22631)
#>
#> Matrix products: default
#>
#>
#> locale:
#> [1] LC_COLLATE=English_United States.utf8
#> [2] LC_CTYPE=English_United States.utf8
#> [3] LC_MONETARY=English_United States.utf8
#> [4] LC_NUMERIC=C
#> [5] LC_TIME=English_United States.utf8
#>
#> time zone: America/New_York
#> tzcode source: internal
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#> attached base packages:
#> [1] stats graphics grDevices utils datasets methods base
#>
#> other attached packages:
#> [1] Seurat_5.2.1 SeuratObject_5.0.2 sp_2.2-0 scattermore_1.2
#> [5] dplyr_1.1.4 ggplot2_3.5.2 SpatialNiche_0.1.0
#>
#> loaded via a namespace (and not attached):
#> [1] deldir_2.0-4 pbapply_1.7-2 gridExtra_2.3
#> [4] rlang_1.1.5 magrittr_2.0.3 RcppAnnoy_0.0.22
#> [7] spatstat.geom_3.3-6 matrixStats_1.5.0 ggridges_0.5.6
#> [10] compiler_4.4.0 reshape2_1.4.4 png_0.1-8
#> [13] vctrs_0.6.5 stringr_1.5.1 pkgconfig_2.0.3
#> [16] fastmap_1.2.0 labeling_0.4.3 utf8_1.2.6
#> [19] promises_1.3.2 rmarkdown_2.29 tzdb_0.5.0
#> [22] purrr_1.0.4 bit_4.6.0 xfun_0.52
#> [25] cachem_1.1.0 jsonlite_2.0.0 goftest_1.2-3
#> [28] later_1.4.1 spatstat.utils_3.1-3 jpeg_0.1-11
#> [31] tiff_0.1-12 irlba_2.3.5.1 parallel_4.4.0
#> [34] cluster_2.1.8.1 R6_2.6.1 ica_1.0-3
#> [37] spatstat.data_3.1-6 stringi_1.8.7 bslib_0.9.0
#> [40] RColorBrewer_1.1-3 reticulate_1.42.0 spatstat.univar_3.1-2
#> [43] parallelly_1.43.0 lmtest_0.9-40 jquerylib_0.1.4
#> [46] Rcpp_1.0.14 assertthat_0.2.1 knitr_1.50
#> [49] tensor_1.5 future.apply_1.11.3 zoo_1.8-13
#> [52] sctransform_0.4.1 httpuv_1.6.15 Matrix_1.7-3
#> [55] splines_4.4.0 igraph_2.1.4 tidyselect_1.2.1
#> [58] abind_1.4-8 rstudioapi_0.17.1 dichromat_2.0-0.1
#> [61] yaml_2.3.10 spatstat.random_3.3-3 spatstat.explore_3.4-2
#> [64] codetools_0.2-20 miniUI_0.1.2 listenv_0.9.1
#> [67] plyr_1.8.9 lattice_0.22-7 tibble_3.2.1
#> [70] shiny_1.10.0 withr_3.0.2 ROCR_1.0-11
#> [73] evaluate_1.0.3 Rtsne_0.17 future_1.40.0
#> [76] fastDummies_1.7.5 survival_3.8-3 polyclip_1.10-7
#> [79] fitdistrplus_1.2-2 pillar_1.10.2 KernSmooth_2.23-26
#> [82] plotly_4.10.4 generics_0.1.4 RcppHNSW_0.6.0
#> [85] scales_1.4.0 globals_0.17.0 xtable_1.8-4
#> [88] glue_1.8.0 lazyeval_0.2.2 tools_4.4.0
#> [91] data.table_1.17.0 RSpectra_0.16-2 RANN_2.6.2
#> [94] bmp_0.3 dotCall64_1.2 cowplot_1.1.3
#> [97] grid_4.4.0 tidyr_1.3.1 colorspace_2.1-1
#> [100] readbitmap_0.1.5 nlme_3.1-168 patchwork_1.3.0
#> [103] cli_3.6.4 spatstat.sparse_3.1-0 spam_2.11-1
#> [106] viridisLite_0.4.2 arrow_19.0.1 uwot_0.2.3
#> [109] gtable_0.3.6 sass_0.4.10 digest_0.6.37
#> [112] progressr_0.15.1 ggrepel_0.9.6 rjson_0.2.23
#> [115] htmlwidgets_1.6.4 farver_2.1.2 htmltools_0.5.8.1
#> [118] lifecycle_1.0.4 httr_1.4.7 mime_0.13
#> [121] bit64_4.6.0-1 MASS_7.3-65